Information Processing in Sensor Networks: Second International Workshop, IPSN 2003, Palo Alto, CA, USA, April 22–23, 2003 Proceedings

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This volume contains the Proceedings of the 2nd International Workshop on Information Processing in Sensor Networks (IPSN 2003). The workshop was held at the Palo Alto Research Center (PARC), Palo Alto, California, on April 22–23, 2003. Informationprocessinginsensornetworksisaninterdisciplinaryresearcharea with deep connections to signal processing, networking and protocols, databases and information management, as well as distributed algorithms. Because of - vances in MEMS microsensors, wireless networking, and embedded processing, ad hoc networks of sensors are becoming increasingly available for commercial andmilitaryapplicationssuchasenvironmentalmonitoring(e.g.,tra?c,habitat, security), industrial sensing and diagnostics (e.g., factories, appliances), inf- structure maintenance (e.g., power grids, water distribution, waste disposal), and battle?eld awareness (e.g., multitarget tracking). From the engineering and computing point of view, sensor networks have become a rich source of problems in communication protocols, sensor tasking and control, sensor fusion, distributed databases and algorithms, probabilistic reasoning, system/software architecture, design methodologies, and evaluation metrics. This workshop took a systemic approach to address crosslayer issues, from the physical sensor layer to the sensor signal processing and networking levels and then all the way to the applications. Following the successful 1st Workshop on Collaborative Signal and Inf- mation Processing in Sensor Networks at PARC in 2001, this new workshop brought together researchers from academia, industry, and government to p- sent and discuss recent work concerning various aspects of sensor networks such as information organization, querying, routing, and self-organization, with an emphasis on the high-level information processing tasks that these networks are designed to perform.

Author(s): Daniel Marco, Enrique J. Duarte-Melo, Mingyan Liu, David L. Neuhoff (auth.), Feng Zhao, Leonidas Guibas (eds.)
Series: Lecture Notes in Computer Science 2634
Edition: 1
Publisher: Springer-Verlag Berlin Heidelberg
Year: 2003

Language: English
Pages: 684
Tags: Computer Communication Networks; Special Purpose and Application-Based Systems; Software Engineering; Data Structures; Algorithm Analysis and Problem Complexity; User Interfaces and Human Computer Interaction

On the Many-to-One Transport Capacity of a Dense Wireless Sensor Network and the Compressibility of Its Data....Pages 1-16
Distributed Sampling for Dense Sensor Networks: A “Bit-Conservation Principle”....Pages 17-31
Energy-Quality Tradeoffs for Target Tracking in Wireless Sensor Networks....Pages 32-46
Adaptive and Decentralized Operator Placement for In-Network Query Processing....Pages 47-62
Beyond Average: Toward Sophisticated Sensing with Queries....Pages 63-79
Boundary Estimation in Sensor Networks: Theory and Methods....Pages 80-95
Scalable Control of Decentralised Sensor Platforms....Pages 96-112
Distributed Group Management for Track Initiation and Maintenance in Target Localization Applications....Pages 113-128
Using Predictable Observer Mobility for Power Efficient Design of Sensor Networks....Pages 129-145
Bounds on Achievable Rates for General Multi-terminal Networks with Practical Constraints....Pages 146-161
Source-Channel Communication in Sensor Networks....Pages 162-177
On Rate-Constrained Estimation in Unreliable Sensor Networks....Pages 178-192
Collaborative Signal Processing for Distributed Classification in Sensor Networks....Pages 193-208
Multi-target Sensor Management Using Alpha-Divergence Measures....Pages 209-222
A Distributed Algorithm for Managing Multi-target Identities in Wireless Ad-hoc Sensor Networks....Pages 223-238
Hypothesis Testing over Factorizations for Data Association....Pages 239-253
Energy-Constrained Collaborative Processing for Target Detection, Tracking, and Geolocation....Pages 254-268
Array Processing for Target DOA, Localization, and Classification Based on AML and SVM Algorithms in Sensor Networks....Pages 269-284
Energy Based Acoustic Source Localization....Pages 285-300
A Collaborative Approach to In-Place Sensor Calibration....Pages 301-316
On the Error Characteristics of Multihop Node Localization in Ad-Hoc Sensor Networks....Pages 317-332
Organizing a Global Coordinate System from Local Information on an Ad Hoc Sensor Network....Pages 333-348
A Performance Evaluation of Intrusion-Tolerant Routing in Wireless Sensor Networks....Pages 349-364
Scalable Decentralized Control for Sensor Networks via Distributed Lattices....Pages 365-375
Coverage, Exploration, and Deployment by a Mobile Robot and Communication Network....Pages 376-391
Distance Based Decision Fusion in a Distributed Wireless Sensor Network....Pages 392-404
Maximum Mutual Information Principle for Dynamic Sensor Query Problems....Pages 405-416
A Formalism for the Analysis and Design of Time and Path Diversity Schemes in Wireless Sensor Networks....Pages 417-431
Sensor Placement for Isotropic Source Localization....Pages 432-441
Mobicast: Just-in-Time Multicast for Sensor Networks under Spatiotemporal Constraints....Pages 442-457
Sentry-Based Power Management in Wireless Sensor Networks....Pages 458-472
Energy Aware Multi-path Routing for Uniform Resource Utilization in Sensor Networks....Pages 473-487
Efficient and Fault-Tolerant Feature Extraction in Wireless Sensor Networks....Pages 488-501
Event Detection Services Using Data Service Middleware in Distributed Sensor Networks....Pages 502-517
Meteorology and Hydrology in Yosemite National Park: A Sensor Network Application....Pages 518-528
Detection, Classification, and Collaborative Tracking of Multiple Targets Using Video Sensors....Pages 529-544
Decentralised Ground Target Tracking with Heterogeneous Sensing Nodes on Multiple UAVs....Pages 545-565
Power-Aware Acoustic Processing....Pages 566-581
Distributed Environmental Monitoring Using Random Sensor Networks....Pages 582-592
Characterization of Location Error in Wireless Sensor Networks: Analysis and Applications....Pages 593-608
A Distributed Algorithm for Waking-up in Heterogeneous Sensor Networks....Pages 609-624
Location Tracking in a Wireless Sensor Network by Mobile Agents and Its Data Fusion Strategies....Pages 625-641
Acoustic Target Tracking Using Tiny Wireless Sensor Devices....Pages 642-657
A Robust Data Delivery Protocol for Large Scale Sensor Networks....Pages 658-673