NDLI: A brief review of signal processing issues in mass spectrometry-based proteomics studies

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2014 48th Asilomar Conference on Signals, Systems and Computers

2013 Asilomar Conference on Signals, Systems and Computers

2012 Conference Record of the Forty Sixth Asilomar Conference on Signals, Systems and Computers (ASILOMAR)

2011 Conference Record of the Forty Fifth Asilomar Conference on Signals, Systems and Computers (ASILOMAR)

Table of contents

Session MA1b: Energy efficient MIMO communication

Optimal transmission policies over vector Gaussian broadcast channels with energy harvesting transmitters

Throughput of wireless networks powered by energy harvesting

Energy-efficient training for antenna selection in time-varying channels

Session MA2b: Delay sensitive communication

An analysis of speeding multicast by acknowledgment reduction technique (SMART) with homogeneous and heterogeneous links - a method of types approach

Spatially-aware adaptive error correcting codes for flash memory

Correcting erasure bursts with minimum decoding delay

Session MA3b: Graphical models in signal processing I

Robust max-product belief propagation

Session MA4b: In-network computation

Network optimization with heuristic rational agents

A coordination-free distributed algorithm for simple assignment problems using randomized actions

Distributed estimation of the maximum value over a Wireless Sensor Network

Collaborative sequential-based detection in wireless sensor networks

Session MA5b: Medical imaging

Calibrationless parallel MRI using CLEAR

Signal modeling and the Cramér-Rao Bound for absolute Magnetic Resonance thermometry in fat tissue

Level estimation for sparse reconstruction in discrete tomography

Session MA6b: Collaborative beamforming

DSP-centric algorithms for distributed transmit beamforming

Power control for collaborative beamforming in wireless sensor networks

Testing zero-feedback distributed beamforming with a low-cost SDR testbed

Joint Decode-and-Forward and jamming for wireless physical layer security with destination assistance

Session MA7b: Multivariate and multimodal analysis of brain signals

Sparse common spatial patterns with recursive weight elimination

Identifying multivariate EEG synchronization networks through multiple subject community detection

Frequency constrained ShiftCP modeling of neuroimaging data

Context information significantly improves brain computer interface performance - a case study on text entry using a language model assisted BCI

Session MA8b1: Computer arithmetic I

Efficient decimal leading zero anticipator designs

Hybrid residue generators for increased efficiency

Nested quadratic arithmetic for efficient convolution of complex sequences with Quadratic Modified Fermat Number Transforms

On building general modular adders from standard binary arithmetic components

A novel adaptive filter implementation scheme using distributed arithmetic

A mixed-precision fused multiply and add

Implementation of 32-bit Ling and Jackson adders

Truncated-matrix multipliers with coefficient shifting

Session MA8b2: Physical layer security I

Faster than Nyquist interference assisted secret communication for OFDM systems

QoS-constrained robust beamforming in MISO wiretap channels with a helper

Beamforming for secrecy rate maximization under outage constraints and partial CSI

Explicit solution of worst-case secrecy rate for MISO wiretap channels with spherical uncertainty

Two-way discriminatory channel estimation for non-reciprocal wireless MIMO channels

Safe convex approximation to outage-based MISO secrecy rate optimization under imperfect CSI and with artificial noise

Benefits of multiple transmit antennas in secure communication: A secrecy outage viewpoint

Strong secrecy in bidirectional relay networks

Session MA8b4: Image, video coding and analysis

JPEG image compression using quantization table optimization based on perceptual image quality assessment

Efficient coders for large tree-structured dictionaries of tilings

Variable block size-based MCFI with fixed block size motion estimation

A structural similarity assessment for generating hybrid images

A compact saliency model for video-rate implementation

Dithered soft decision quantization for baseline JPEG encoding and its joint optimization with huffman coding and quantization table selection

Compressive sensing based imaging via Belief Propagation

An SVD approach for data compression in emitter location systems

Session MA8b3: Physical layer security II

A full-duplex active eavesdropper in mimo wiretap channels: Construction and countermeasures

RF fingerprinting of users who actively mask their identities with artificial distortion

Power allocation to noise-generating nodes for cooperative secrecy in the wireless environment

Comparing random signals with application to wireless user authentication

Transmit beamforming and cooperative jamming for MIMOME wiretap channels

Secrecy in broadcast channels with receiver side information

Coherent demodulation of AIS-GMSK signals in co-channel interference

Secure wireless multicasting through Nakagami-m fading MISO channel

Session MA8b5: Adaptive systems and spectral estimation

A modified system-based adaptive algorithm for a sparse reconfigurable photonic filter

A new Variable step-Size strategy for adaptive networks

A comparison of methods for estimating broadband noise in the frequency domain

An information filter for voice prompt suppression

Embedded track validation for tree search-based tracking of maneuvering targets

Urban terrain multiple target tracking using probability hypothesis density particle filtering

High-resolution non-parametric spectral estimation using the Hirschman uncertainty and filter banks

Coprime sampling for system stabilization with FIR multirate controllers

Session MP1a: Interference-alignment techniques for multi-antenna systems

Interference alignment for peer-to-peer underlay MIMO cognitive radio network

Sum rate enhancement by maximizing SGINR in an opportunistic interference alignment scheme

Dynamic interference mitigation for generalized partially connected quasi-static MIMO interference channel

Opportunistic MU-MIMO based on semi-blind interference alignment

Session MP2a: Energy-harvesting wireless networks

AWGN channel under time-varying amplitude constraints with causal information at the transmitter

Optimal power control for energy harvesting transmitters in an interference channel

Queuing theoretic and information theoretic capacity of energy harvesting sensor nodes

Queue and power control for rechargeable sensor networks under SINR interference model

Session MP3a: Graphical models in signal processing II

Approximate Bayesian robust speech processing

Session MP4a: Compressive sensing applications in networking

Unveiling anomalies in large-scale networks via sparsity and low rank

Impact of fading on random access compressed sensing

Recent results on sparse recovery over graphs

Session MP5a: Advances in bioimaging and analysis

Quantitative synaptic vesicle imaging for evaluating neuron activities in neurodegenerative diseases

An alternating split Bregman algorithm for multi-region segmentation

Nanometer resolution imaging and tracking of axonal cargo transport in normal and degenerative neurons

Session MP6a: Tensor-based array signal processing

Modeling latency and shape changes in trial based neuroimaging data

Canonical decomposition of semi-symmetric semi-nonnegative three-way arrays

Tensor-based semi-blind channel estimation for MIMO OSTBC-coded systems

Tensor decompositions with block-Toeplitz structure and applications in signal processing

Session MP7a: Processing of physiological signals

Does the morphology of high-frequency (100–500 Hz) brain oscillations change during epileptic seizures?

Early investigations into subjective audio quality assessment using brainwave responses

Electrocardiogram signal modeling using interacting multiple models

A novel approach for simulation, measurement and representation of surface EMG (sEMG) signals

Session MP8a5: Novel DSP architectures

Evaluating the scalability of high-performance, Fourier-Domain Optical Coherence Tomography on GPGPUs and FPGAs

Fine-grain Reconfigurable Functional Unit for embedded processors

Asynchronous computation with molecular reactions

Design and implementation of a flexible Queue Manager for Next Generation Networks

Session MP8a4: DSP algorithms and architectures

High Dynamic Range adaptive ΔΣ-based Focal Plane Array architecture

Block circular and hyperbolic transformations for the block fast array RLS algorithm

The polyphase random demodulator for wideband compressive sensing

A floating-point fused FFT butterfly arithmetic unit with Merged Multiple-Constant Multipliers

Exploiting cross-channel quantizer error correlation in time-interleaved analog-to-digital converters

Session MP8a1: Adaptive filtering

Simplified complex LMS algorithm for the cancellation of second-order TX intermodulation distortions in homodyne receivers

A steady-state analysis of the ε-normalized sign-error least mean square (NSLMS) adaptive algorithm

A modified non-negative LMS algorithm and its stochastic behavior analysis

A robust LMS adaptive algorithm over distributed networks

A variable step-size GMDF and its performance analysis

Acoustic feedback and echo cancellation strategies for multiple-microphone and single-loudspeaker systems

Comparison of several techniques for adaptive band-stop filters

Session MP8a2: Speech processing, recognition and coding

Automatic phoneme recognition with Segmental Hidden Markov Models

A perceptually reweighted mixed-norm method for sparse approximation of audio signals

Scalable Multimode Tree Coder with perceptual pre-weighting and post-weighting for wideband speech coding

Isolated word endpoint detection using time-frequency variance kernels

Performance enhanced multi-rate iLBC

Enabling improved speaker recognition by voice quality estimation

Session MP8a3: Parameter estimation

On spatial smoothing of high resolution direction finding of real-valued sinusoidal signals

Non uniform linear arrays for improved identifiability in cumulant based DOA Estimation

Knowledge-aided direction finding based on Unitary ESPRIT

Maximum likelihood time delay estimation for Direct-Spread CDMA multipath transmissions using importance sampling

Particle filter based DOA estimation for multiple source tracking (MUST)

Bayesian estimation of a subspace

Model order selection in sensor array response modeling

Session MP1b: Interference alignment for the MIMO interference channel

MIMO interference alignment in random access networks

The noisy MIMO interference channel with distributed CSI acquisition and filter computation

Secure space-time block coding via artificial noise alignment

Session MP2b: Coding and decoding

Complexity analysis of interior point methods for LP decoding

Rate adaptive non-binary LDPC codes with low encoding complexity

Achieving flexibility in LDPC code design by absorbing set elimination

Decoding by iterative detection (DECIDET): Soft-in/soft-out decoding of arbitrary linear block codes over arbitrary finite fields

Session MP3b: Signal processing and learning in complex systems

Diffusion adaptation over networks of particles subject to Brownian fluctuations

Trust, opinion diffusion and radicalization in social networks

Cooperative estimation in heterogeneous populations

Session MP4b: Resource allocation in wireless networks

MSE-optimal power allocation in wireless sensor networks for field reconstruction based on shift-invariant spaces

Spatial interference mitigation for multiple input multiple output ad hoc networks: MISO gains

A greedy link scheduler for wireless networks with fading channels

Radio resource management in heterogeneous deployments: A system level perspective

Session MP5b: Image/video restoration, enhancement and evaluation

Blind/Referenceless Image Spatial Quality Evaluator

Noise model discrimination for digital images based on variance-stabilizing transforms and on local statistics: Preliminary results

Session MP6b: Compressive sensing for array processing

Compressed sensing phase retrieval

Some theoretical results for compressed MIMO radar

Sensitivity considerations in compressed sensing

Session MP7b: Model-based design optimization

FPGA-accelerator system for computing biologically inspired feature extraction models

A machine model for dataflow actors and its applications

Operation set customization in retargetable compilers

Session TA1a: Random matrices in signal processing and MIMO communications

Exploiting random matrix theory to improve noisy low-rank matrix approximation

Mutual information distribution of interference-limited MIMO: A joint Coulomb fluid and Painlevé based approach

Outage capacity for MIMO-OFDM systems in block fading channels

Session TA2a: Network coding

Tensor product based subspace interference alignment for network coding applications

Key agreement for wireless networks in the presence of active adversaries

Session TA3a: Advances in compressive sensing

Expectation-maximization Bernoulli-Gaussian approximate message passing

Compressive sensing under matrix uncertainties: An Approximate Message Passing approach

Compressive sensing: To compress or not to compress

Spread representations

Session TA4a: Next generation network science

Network synthesis for dynamical system stabilization

A contrasting look at network formation models and their application to the minimum spanning tree

The role of local topological information in viral information spreading

Structural drivers of function in information processing networks

Session TA5a: Image and video retrieval

Mobile visual search using image and text features

Residual Enhanced Visual Vectors for on-device image matching

Efficient re-ranking in vocabulary tree based image retrieval

Session TA6a: Waveform design and MIMO radar

Cluster allocation schemes for target tracking in multiple radar architecture

MIMO SAR based ground moving target indication

Resource allocation for target detection in distributed MIMO radars

Centralized and distributed tests for moving target detection with MIMO radars in clutter of non-homogeneous power

Session TA7: Architectures for wireless communications

An efficient architecture for iterative soft reliability-based majority-logic non-binary LDPC decoding

Architecture exploration, development and teaching platform for Orthogonal Frequency Division Multiplexing (OFDM) systems

Improved iterative soft-reliability-based majority-logic decoding algorithm for non-binary low-density parity-check codes

LTE layer 1 software design on multicore DSP architectures

Efficient FPGA implementation of a High throughput systolic array QR-decomposition algorithm

Comparison of performance and implementation complexity of soft-output sphere detectors for MIMO-OFDM systems

Time and Power optimizations in FPGA-based architectures for polyphase channelizers

Hardware implementation of Kuiper-based modulation level classification

Session TA8a2: Receiver design and optimization

Incorporating prior information into semidefinite relaxation of quadratic optimization problems

Diversity of the MMSE receiver in flat fading and frequency selective MIMO channels at fixed rate

Predicting the pruning potential in sphere decoding for multiple-input multiple-output detection

Computationally efficient design of the MAE equalizer for binary signaling

Broadband Doppler compensation: Principles and new results

Optimal pilot symbol power allocation in multi-cell scenarios of LTE

On the ergodic secrecy capacity of the wiretap channel under imperfect main channel estimation

On the stability of DSP based P-I phase-locked loops containing matched filter delays

Session TA8a3: Communications system design

An SDR architecture for OFDM transmission over USRP2 boards

Environmental-aware heterogeneous partial feedback design in a multiuser OFDMA system

Adaptive OFDM for underwater acoustic channels with limited feedback

A 512-point 8-parallel pipelined feedforward FFT for WPAN

On the convergence of joint channel and mismatch estimation for time-interleaved data converters

An efficient cascade of half-band filters for software defined radio transmitters

Session TA8a1: Signal processing methods for representation, analysis, and control of biological systems

Exact MSE performance of the Bayesian MMSE estimator for classification error

Misaligned Principal Components Analysis: Application to gene expression time series analysis

Optimal intervention strategies for cyclic therapeutic methods with fixed-length duration of effect

Maximum likelihood estimation of the binary Coefficient of Determination

An MCMC algorithm for base calling in sequencing-by-synthesis

Haplotype inference based on sparse dictionary selection

Surface-constrained 3D reconstruction in cryo-EM

Dynamics on networks: Chemical reactions as a unifying framework

A brief review of signal processing issues in mass spectrometry-based proteomics studies

Isolated word endpoint detection using time-frequency variance kernels

Fast global sequence alignment technique

Optimal state estimation for Boolean dynamical systems

Session TA8a4: Applications of array processing

Estimating bridge displacement from acceleration using modal analysis and the minimum description length principle

Nonuniform sparse array design for active sensing

MIMO radar target measurements

Efficient removal of noise and interference in multichannel quadrupole resonance

Time reversal Bayesian ultrasonic array imaging for non-destructive testing

Energy-efficient MMSE beamforming and power allocation in multibeam satellite systems

Equidistributed sampling sequences for spectral analysis

Session TA1b: Biosignal estimation and classification

A real-time reconstruction algorithm for the integrate and fire sampler

Using physiological signals to predict apnea in preterm infants

Assessing Dysarthria severity using global statistics and boosting

Characterization of human use of ethanol based on video games with ethanol rewards: Model, system identification and statistical performance

Session TA2b: Relaying through frequency selective channels

Distributed single carrier frequency-domain equalization for multi-relay cooperative networks over frequency selective Rician channels

Cooperative BICM-OFDM systems for frequency-selective relay channels

On relay selection in frequency selective channels

Superposition coding for cooperative BICM-OFDM systems

Session TA3b: Sparse reconstruction

Exact reconstruction of sparse signals via generalized orthogonal matching pursuit

Cyclic pure greedy algorithms for recovering compressively sampled sparse signals

Greedy sparsity-constrained optimization

Power-iterative strategy for ℓ optimization for compressive sensing: Towards global solution

Session TA4b: Bio-inspired models and algorithms for information processing in complex networks

On scheduling without a master clock: Coupled Oscillator Time Division Multiplexing

On the effects of topology and node distribution on learning over complex adaptive networks

Discrete-time opinion dynamics

Wireless video content delivery through distributed caching and peer-to-peer gossiping

Session TA5b: Sparse representations with applications to images and video

Robust multi-dimensional scaling via outlier-sparsity control

Compressive sampling of correlated signals

Compressed-sensing recovery of images and video using multihypothesis predictions

Fast ℓ-minimization and parallelization for face recognition

Sparsity-based face recognition using discriminative graphical models

Session TA6b: Network beamforming and relaying via multiple antennas

Collaborative beamforming in wireless sensor networks

Joint power control and relay design in underlay cognitive networks with multiple transmitter-receiver pairs

Beamforming in MIMO broadcast relay networks with multiple antenna users

A relay selection approach to bidirectional collaborative communications with imperfect CSI

Session TA8b3: Adaptive sensing

Adaptive search for dynamic targets under resource constraints

Adaptive compressed sensing for sparse signals in noise

On the limits of sequential testing in high dimensions

Efficient adaptive compressive sensing using sparse hierarchical learned dictionaries

Information-optimal adaptive compressive imaging

On the utility of primary side information in cognitive sensing

Some results on signal detection with one-sided stopping and deadline

Session TA8b1: Multiple antennas in multi-user systems and networks

Maximum-likelihood decoding in decode-and-forward based MIMO cooperative communication systems

Complex interference optimization for power loss reduction in MIMO-THP transmission

Channel tracking for D-BLAST for airborne platforms

Interference alignment for the multiple-antenna amplify-and-forward relay interference channel

Instantaneous degrees of freedom of downlink interference channels with multiuser diversity

On grouped OFDM-IDMA

Coordinated multi-cell beamforming for TD-LTE-advanced systems

Linear transceiver design for a MIMO interfering broadcast channel achieving max-min fairness

Cooperative feedback for MIMO interference channels

Eigen-mode transmission for jointly correlated MIMO broadcast channels

How many degrees of freedom can be achieved for mutually interfering MIMO broadcast channels?

Distributed beamforming based directional spectrum sharing

Spatially efficient distributed relay selection for random relay networks

Evolutionary channel state information feedback control for interference alignment

Self-optimized MIMO-OFDMA: A Nash-Stackelberg game-theoretic approach

Session TA8b2: Cooperative and cognitive transmission in multi-antenna systems

Half-duplex gaussian diamond relay channel with interference known at one relay

Interference management in femtocell networks with hybrid-ARQ and interference cancellation

Achievable degrees of freedom of the K-user interference channel with partial cooperation

Multicell downlink weighted sum-rate maximization: A distributed approach

Decentralized multi-cell beamforming coordination for multiuser MISO systems

Feedback reduction by thresholding in multi-user broadcast channels: Design and limits

Full-duplex bidirectional MIMO: Achievable rates under limited dynamic range

Session TP1a: Resource allocation in multi-antenna systems

Optimal power allocation for multiuser transmit beamforming via regularized channel inversion

Capacity density optimization by fractional frequency partitioning

Resource allocation in MIMO multi-cellular networks via submodular optimization

Transmit power optimization for multiantenna decode-and-forward relays with loopback self-interference from full-duplex operation

Session TP2a: Cognitive radio I

Joint link learning and cognitive radio sensing

Spectrum sensing via event-triggered sampling

Proactive resource allocation in cognitive networks

Session TP3a: Multi-dimensional compressive inference

Real-time principal component pursuit

Low rank variational tensor recovery for multi-linear inverse problems

Optimized measurements for kernel compressive sensing

Efficient message passing-based inference in the multiple measurement vector problem

Session TP4a: Communication management in robot networks

Co-optimization of communication and motion planning of a robotic operation in fading environments

A framework for integrating mobility and routing in mobile communication networks

Multi-robot path following with visual connectivity

Communication network challenges for collaborative vehicles

Session TP5: Compressive sensing for radar

Compressive sensing for synthetic aperture radar in fast-time and slow-time domains

CS versus MAP and MMOSPA for multi-target radar AOAs

Support recovery in compressive sensing for estimation of direction-of-arrival

On exploring sparsity in widely separated MIMO radar

On the role of waveform diversity in MIMO radar

Global methods for compressive sensing in MIMO radar with distributed sensors

Session TP6a: Source localization

Robust time-based localization for asynchronous networks with clock offsets

Super MDS with heterogeneous information

Cooperative multihop localization with privacy

Design and performance of an integrated waveform-agile multi-modal track-before-detect sensing system

Session TP7a: Adaptive and evolvable architectures

A programmable analogue and digital array for bio-inspired electronic design optimization at nano-scale silicon technology nodes

Evolving defect tolerant structures for FPGA architectures

Cross-layer learning in an evolvable oscillator for in-flight controller adaptation in a flapping-wing micro air vehicle

Using discrete fourier transforms to detect operational environments for autonomous nonlinear systems

Session TP8a1: Techniques for space-time signal processing

Equivalent codes and optimality of orthogonal space-time block codes

Sparse space-time equalization with L1 norm

Weighted sum-rate maximization for MISO downlink cellular networks via branch and bound

Low complexity generalized geometric mean decomposition and DFE transceiver design

Worst-case robust multiuser transmit beamforming using semidefinite relaxation: duality and implications

Transmitter optimization for MIMO systems with mutual coupling at high SNR

Robust joint optimization of nonregenerative MIMO relay channels with imperfect CSI

Session TP8a4: Wireless networks

Dynamic pricing under binary demand uncertainty: A multi-armed bandit with correlated arms

Optimal routing with mutual information accumulation in wireless networks

Optimal scheduling of real-time messages in peer-to-peer wireless networks

State based single channel selection in multi-channel wireless networks

Robust joint transceiver beamforming for cognitive radio network

Probabilistic power control for heterogeneous cellular networks with closed-access femtocells

Pricing and bandwidth allocation problems in wireless multi-tier networks

Joint rate and power control for coded cognitive radio networks

Session TP8a3: Sensor networks

Dual Trust Secure protocol for cluster-based wireless sensor networks

User clustering and energy efficient cooperation in cellular networks

Optimization of exponential error rates for a suboptimum fusion rule in wireless sensor networks

Collaborative estimation in dispersive environments: A frequency domain approach

Distributed support vector machines in sensor-actuator networks

Target localization in Wireless Sensor Networks with quantized data in the presence of Byzantine attacks

Uniformly most powerful distributed detection and its application in cooperative spectrum sensing

Session TP8a2: Statistical and array signal processing for biomedical applications

ECG denoising using a dynamical model and a marginalized particle filter

Implementation of NICHD diagnostic criteria for feature extraction and classification of fetal heart rate signals

Joint waveform and firing rate spike-sorting for continuous extracellular traces

Statistical design of position-encoded microsphere arrays at low target concentrations

Biosensor arrays for collaborative detection of analytes

Session TP1b: Interference management

Degrees of freedom of a class of non-layered two unicast wireless networks

Optimized data symbol allocation in multicell MIMO channels

Optimizing training and feedback for MIMO interference alignment

Making optimal use of the asymmetric interference channel

Session TP2b: Cognitive radio II

Extreme eigenvalue distributions of finite random wishart matrices with application to Spectrum Sensing

Autocorrelation-based multiantenna spectrum sensing in colored noise

Decentralized cognition via Randomized Masking

Spectrum leasing via cooperative opportunistic routing in distributed ad hoc networks: Optimal and heuristic policies

A message-passing algorithm for spectrum access in cognitive radio relay networks

Session TP3b: Advances in adaptive and distributed filtering

Continuous-time distributed estimation

Sequential likelihood consensus and its application to distributed particle filtering with reduced communications and latency

A unifying framework for the analysis of quaternion valued adaptive filters

Joint conditional and steady-state probability densities of weight deviations for proportionate-type LMS algorithms

Session TP4b: Distributed storage systems

Codes for a distributed caching based Video-on-Demand system

Finding the most fault-tolerant flat XOR-based erasure codes for storage systems

Session TP6b: Array processing for satellite communications

Capacity analysis of multibeam joint decoding over composite satellite channels

User scheduling for large multi-beam satellite MIMO systems

Multi-user interference mitigation techniques for broadband multi-beam satellite systems

Advanced interference mitigation techniques for the forward link of multi-beam broadband satellite systems

Session TP7b: Computer arithmetic II

The fully-serial pipelined multiplier

Energy-efficient floating-point arithmetic for digital signal processors

Shared implementation of radix-10 and radix-16 division algorithm with limited precision primitives

Session TP8b2: Network information theory

Information-theoretic limits of dense underwater networks

Two-way secrecy schemes for the broadcast channel with internal eavesdroppers

Relaying for multiple sources in the absence of codebook information

Polynomial length MDS codes with optimal repair in distributed storage

Effects of range expansion and interference coordination on capacity and fairness in heterogeneous networks

An extended etkin-type outer bound on the capacity of the Gaussian interference channel

Communication strategies to ensure generic networked observability in multi-agent systems

Error probability bounds for binary relay trees with unreliable communication links

Session TP8b1: Machine-learning-based statistical signal processing

Shrinkage fisher information embedding of high dimensional feature distributions

Adaptive learning of immunosignaturing peptide array features for biothreat detection and classification

Sparse classification of rf transients using chirplets and learned dictionaries

Improving and characterizing the performance of stochastic matched subspace detectors when using noisy estimated subspaces

A novel kernel-based nonlinear unmixing scheme of hyperspectral images

Modulation classification of MIMO-OFDM signals by Independent Component Analysis and Support Vector Machines

A measure of difference between discrete sample sets

On l mean and variance filtering

Session WA1a: Channel estimation for multi-antenna systems

Close-range outdoor wireless channel sounding

Channel aging effects in CoMP transmission: gains from linear channel prediction

A modified compressed sampling matching pursuit algorithm on redundant dictionary and its application to sparse channel estimation on OFDM

Asymptotic analysis of double-scattering channels

Session WA2a: OFDM

Low complexity EM-based decoding for OFDM systems with impulsive noise

Accurate characterization and compensation of phase noise in OFDM receiver

Linear programming for tone reservation based IM/DD optical OFDM communications

Analytical link performance evaluation of LTE downlink with carrier frequency offset

Session WA3a: Information theoretic signal processing

Modeling noisy feedback in decentralized self-configuring networks

Local failure localization in large sensor networks

Cooperative radar techniques: The two-step detector

Study on performance behavior of compressive sensing measurements for multiple sensor system

Session WA4a: Cooperation & relays

The gaussian two-way relay channel with wiretapper

On-demand cooperation with power control: Protocol and experimental results

A practical physical-layer network coding scheme for the uplink of the two-way relay channel

Empowering full-duplex wireless communication by exploiting directional diversity

Session WA5a: Signal theory and image representation

Design of unequal order analysis and synthesis filterbanks

Learning dictionaries for local sparse coding in image classification

Designing thin wavelet filters

Estimation of signal subspace-constrained inputs to linear systems

Session WA6a: Computational aspects in array processing

Fast implementation of sparse iterative covariance-based estimation for array processing

Performance of sample covariance based capon bearing only tracker

Some problems in the analysis of possibly cyclostationary data

Sidelobe level distribution computation for antenna arrays with arbitrary element distributions

Session WA7a: Multi-core/GPU implementation

GPU accelerated scalable parallel decoding of LDPC codes

A high-performance area-efficient AES cipher on a many-core platform

Parallel Implementation of the Wideband Coherent Signal-Subspace (CSS) Based DOA algorithm on single core, multicore and GPU

A fine-grained parallel implementation of a H.264/AVC encoder on a 167-processor computational platform

Session WA1b: MIMO radar and SAR

On spatial processing in MIMO radar

Subspace fitting based autofocus for stripmap SAR

On the use of fractional autocorrelation to correct mismatches for chirp scale focusing for real SAR image formation

Session WA2b: Beamforming

Design of beamforming in the satellite downlink with static and mobile users

Coordinating complementary waveforms for sidelobe suppression

Robust transmit nulling in phased array antennas

Session WA3b: Compressive imaging and detection

A sparse bayesian approach to multistatic radar imaging

Mask iterative hard thresholding algorithms for sparse image reconstruction of objects with known contour

Sensor calibration errors in compressive distributed-aperture radar sensing

Session WA4b: Multiuser information theory

Intrinsic multicast region of broadcast channel

On the Gaussian Z-interference channel with processing energy cost

On the sum capacity of the Y-channel

Interference channels with source cooperation in the strong cooperation regime: Symmetric capacity to within 2 bits/s/Hz with Dirty Paper Coding

Session WA5b: Biometrics

Improved iris segmentation based on local texture statistics

Radio Frequency cardiopulmonary waveform for subject identification

Session WA6b: Source separation

Comparison of various approaches for joint Wiener/Kalman filtering and parameter estimation with application to BASS

Insights into the frequency domain ICA approach

Blind identification of mixtures of quasi-stationary sources using a khatri-rao subspace approach

Improved subspace intersection based on signed URV decomposition

Session WA7b: Reconfigurable architectures, algorithms and applications

Designs of angle-rotation in digital frequency synthesizer/mixer using multi-stage architectures

Exploration of sign precomputation-based CORDIC in reconfigurable systems

A reduced routing network architecture for partial parallel LDPC decoders

Automatic FFT code generation for FPGAs with high flexibility and human readability

Session WP8a: Presented asilomar 2010

Time- and coefficient- selective diffusion strategies for distributed parameter estimation

2010 Conference Record of the Forty Fourth Asilomar Conference on Signals, Systems and Computers

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Conference Record of the Thirty-Ninth Asilomar Conference onSignals, Systems and Computers, 2005.

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The Thrity-Seventh Asilomar Conference on Signals, Systems & Computers, 2003

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Proceedings of 1994 28th Asilomar Conference on Signals, Systems and Computers

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[1992] Conference Record of the Twenty-Sixth Asilomar Conference on Signals, Systems & Computers

[1991] Conference Record of the Twenty-Fifth Asilomar Conference on Signals, Systems & Computers

1990 Conference Record Twenty-Fourth Asilomar Conference on Signals, Systems and Computers, 1990.

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Nineteeth Asilomar Conference on Circuits, Systems and Computers, 1985.

1977 11th Asilomar Conference on Circuits, Systems and Computers, 1977. Conference Record.

A brief review of signal processing issues in mass spectrometry-based proteomics studies

Content Provider	IEEE Xplore Digital Library
Author	Chao Yang Weichuan Yu
Copyright Year	2011
Description	Author affiliation: Department of Electronic and Computer Engineering, The Hong Kong University of Science and Technology, Clear Water Bay, Hong Kong (Chao Yang; Weichuan Yu)
Abstract	Mass spectrometry (MS) is frequently used in proteomics to conduct high-throughput experiments. In MS data analysis, low level signal processing tasks such as denoising, baseline correction and peak detection are involved to extract peptide related information for subsequent analysis. In the literature, numerous preprocessing methods have been described. We give a brief review of preprocessing methods and illustrate signal processing issues in MS data analysis.
Starting Page	1036
Ending Page	1040
File Size	143162
Page Count	5
File Format	PDF
ISBN	9781467303217
ISSN	10586393
e-ISBN	9781467303231
DOI	10.1109/ACSSC.2011.6190169
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2011-11-06
Publisher Place	USA
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Noise reduction Wavelet transforms Multiresolution analysis Proteomics Vectors Silicon Noise
Content Type	Text
Resource Type	Article
Subject	Signal Processing Computer Networks and Communications

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