NDLI: The Energy Endoscope: Real-Time Detailed Energy Accounting for Wireless Sensor Nodes

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Passive Localization: Large Size Sensor Network Localization Based on Environmental Events

Moving-Baseline Localization

Pareto Frontiers of Sensor Networks for Localization

A Wireless Sensor Network for Real-Time Indoor Localisation and Motion Monitoring

Y-MAC: An Energy-Efficient Multi-channel MAC Protocol for Dense Wireless Sensor Networks

On the Network Coding Advantage for Wireless Multicast in Euclidean Space

A Practical Multi-channel Media Access Control Protocol for Wireless Sensor Networks

Effects of Correlated Shadowing: Connectivity, Localization, and RF Tomography

Sensor Selection for Minimizing Worst-Case Prediction Error

Towards Real-Time Information Processing of Sensor Network Data Using Computationally Efficient Multi-output Gaussian Processes

Composable Information Gradients in Wireless Sensor Networks

Distributed Online Simultaneous Fault Detection for Multiple Sensors

ACE in the Hole: Adaptive Contour Estimation Using Collaborating Mobile Sensors

Alert: An Adaptive Low-Latency Event-Driven MAC Protocol for Wireless Sensor Networks

Fountain Codes Based Distributed Storage Algorithms for Large-Scale Wireless Sensor Networks

Joint Routing and 2D Transform Optimization for Irregular Sensor Network Grids Using Wavelet Lifting

LOCALE: Collaborative Localization Estimation for Sparse Mobile Sensor Networks

On Boundary Recognition without Location Information in Wireless Sensor Networks

Using Echo State Networks for Anomaly Detection in Underground Coal Mines

The LiteOS Operating System: Towards Unix-Like Abstractions for Wireless Sensor Networks

TinyECC: A Configurable Library for Elliptic Curve Cryptography in Wireless Sensor Networks

Towards Energy Efficient Design of Multi-radio Platforms for Wireless Sensor Networks

Deriving State Machines from TinyOS Programs Using Symbolic Execution

Energy Metering for Free: Augmenting Switching Regulators for Real-Time Monitoring

TRANSACT: A Transactional Framework for Programming Wireless Sensor/Actor Networks

Opportunistic Aggregation over Duty Cycled Communications in Wireless Sensor Networks

Real-Time Human Posture Reconstruction in Wireless Smart Camera Networks

SensorScope: Out-of-the-Box Environmental Monitoring

When Timing Matters: Enabling Time Accurate and Scalable Simulation of Sensor Network Applications

On the Design of MAC Protocols for Low-Latency Hard Real-Time Discrete Control Applications over 802.15.4 Hardware

VoxNet: An Interactive, Rapidly-Deployable Acoustic Monitoring Platform

The Energy Endoscope: Real-Time Detailed Energy Accounting for Wireless Sensor Nodes

HERMES: A Software Architecture for Visibility and Control in Wireless Sensor Network Deployments

Design, Modeling, and Capacity Planning for Micro-solar Power Sensor Networks

Koala: Ultra-Low Power Data Retrieval in Wireless Sensor Networks

Data Discovery and Dissemination with DIP

Seluge: Secure and DoS-Resistant Code Dissemination in Wireless Sensor Networks

Rateless Deluge: Over-the-Air Programming of Wireless Sensor Networks Using Random Linear Codes

Design and Implementation of a Dual-Camera Wireless Sensor Network for Object Retrieval

Toward Community Sensing

Identification of Low-Level Point Radiation Sources Using a Sensor Network

On the Use of Mutual Information to Compare the Performance of Wireless Sensor Networks in Detection Applications

High Performance Sleep-Wake Sensor Systems Based on Cyclic Cellular Automata

Air Quality Monitoring with SensorMap

Asynchronous Neighbor Discovery: Finding Needles of Connectivity in Haystacks of Time

BehaviorScope: Real-Time Remote Human Monitoring Using Sensor Networks

Cyclic Cellular Automata: A Tool for Self-Organizing Sleep Scheduling in Sensor Networks

Demonstration of Active Guidance with SmartCane

Demonstration of Location Information Based Network

Demonstration of a WSN Application in Relic Protection and an Optimized System Deployment Tool

Demonstration of a Wireless Sensor Network for Real-Time Indoor Localisation and Motion Monitoring

EcoDAQ: A Densely Distributed, High Bandwidth Wireless Data Acquisition System

Epic: An Open Mote Platform for Application-Driven Design

Faithful Reconstruction of Application Behavior Based on Event Traces in the LiteOS Operating System

Image Registration in Low Resolution Visual Sensor Networks

Interference Detection and Mitigation in IEEE 802.15.4 Networks

Locomotion Monitoring Using Body Sensor Networks

MetroNet: Case Study for Collaborative Data Sharing on the World Wide Web

Missouri S&T Mote-Based Demonstration of Energy Monitoring Solution for Network Enabled Manufacturing Using Wireless Sensor Networks (WSN)

Secure and DoS-Resistant Code Dissemination in Wireless Sensor Networks Using Seluge

SenseWorld: Towards Cyber-Physical Social Networks

Sensible Doctor - A Mobile Diagnosis Tool for Wireless Sensor Networks

Tiny Web Services for Sensor Device Interoperability

The Energy Endoscope: Real-Time Detailed Energy Accounting for Wireless Sensor Nodes

Content Provider	ACM Digital Library
Author	Stathopoulos, Thanos McIntire, Dustin Kaiser, William J.
Abstract	This paper describes a new embedded networked sensor platform architecture that combines hardware and software tools providing detailed, fine-grained real-time energy usage information. We introduce the LEAP2 platform, a qualitative step forward over the previously developed LEAP and other similar platforms. LEAP2 is based on a new low power ASIC system and generally applicable supporting architecture that provides unprecedented capabilities for directly observing energy usage of multiple subsystems in real-time. Real-time observation with microsecond-scale time resolution enables direct accounting of energy dissipation for each computing task as well as for each hardware subsystem. The new hardware architecture is exploited with our new software tools, etop and endoscope. A series of experimental investigations provide high-resolution power information in networking, storage, memory and processing for primary embedded networked sensing applications. Using results obtained in real-time we show that for a large class of wireless sensor network nodes, there exist several interdependencies in energy consumptionbetween different subsystems. Through the use of our measurement tools we demonstrate that by carefully selecting the system operating points, energy savings of over 60% can be achieved while retaining system performance.
Starting Page	383
Ending Page	394
Page Count	12
File Format	PDF
ISBN	9780769531571
DOI	10.1109/IPSN.2008.36
Language	English
Publisher	Association for Computing Machinery (ACM)
Publisher Date	2008-04-22
Access Restriction	Subscribed
Content Type	Text
Resource Type	Article

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