Signal compression in wireless sensor networks

Author:

Duarte Marco F.1,Shen Godwin2,Ortega Antonio3,Baraniuk Richard G.4

Affiliation:

1. Electrical and Computer Engineering, University of Massachusetts, Amherst, MA, USA

2. Northrop Grumman Corporation, Los Angeles, CA, USA

3. Electrical Engineering, University of Southern California, Los Angeles, CA, USA

4. Electrical and Computer Engineering, Rice University, Houston, TX, USA

Abstract

Signal compression is an important tool for reducing communication costs and increasing the lifetime of wireless sensor network deployments. In this paper, we overview and classify an array of proposed compression methods, with an emphasis on illustrating the differences between the various approaches.

Publisher

The Royal Society

Subject

General Physics and Astronomy,General Engineering,General Mathematics

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2. Detection of Homogeneous Sequences of Measurement Data Samples as Preprocessing Procedure Before Data Compression;2023 5th International Conference on Control Systems, Mathematical Modeling, Automation and Energy Efficiency (SUMMA);2023-11-08

3. Algorithms for Continuous Compression of Measurement Data Frames within the Spatial Approach;2023 5th International Conference on Control Systems, Mathematical Modeling, Automation and Energy Efficiency (SUMMA);2023-11-08

4. Application of Boolean Algebra Methods to the Problem of Measurement Data Compression;2022 International Siberian Conference on Control and Communications (SIBCON);2022-11-17

5. Measurement Data Preprocessing Based on Word Length Manipulation to Improve Data Compression Procedure Efficiency;SMART Automatics and Energy;2022

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