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The 17th Annual IEEE International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC’06) A NOVEL AUTOMATIC CLUSTER TRACKING ALGORITHM
| Content Provider | CiteSeerX |
|---|---|
| Author | Galdo, Giovanni Del Czink, Nicolai |
| Abstract | On the way to answer the controversial question “What is a cluster?”, we introduce a novel cluster tracking mecha-nism which is based on the multi-path component distance (MCD). We perform a temporal tracking of cluster cen-troids in the multidimensional parameter domain, starting from cluster estimates obtained by a recently introduced framework which automatically clusters parametric MIMO channel data. To validate our algorithm, we use both synthetic and measuredMIMO channels. We generate the synthetic chan-nel using the IlmProp simulation tool. For the real-world channels we use data from an outdoor measurement cam-paign in a rural area. Simulation results with synthetic channels validate the tracking algorithm, whereas its application on measurement data shows the occurrence of several clusters with different lifetimes. I. |
| File Format | |
| Access Restriction | Open |
| Subject Keyword | Mimo Channel Data Annual Ieee International Symposium Synthetic Chan-nel Different Lifetime Rural Area Multi-path Component Distance Multidimensional Parameter Domain Measuredmimo Channel Cluster Estimate Several Cluster Synthetic Channel Controversial Question Novel Cluster Simulation Result Novel Automatic Cluster Tracking Algorithm Outdoor Measurement Cam-paign Temporal Tracking Measurement Data Cluster Cen-troids Tracking Algorithm Mobile Radio Communication Real-world Channel Ilmprop Simulation Tool |
| Content Type | Text |
