research-article

Efficient Transmission Scheme for Distributed Signal Detection with Noisy Communication Links

Authors:

Xiangyang Liu,

Yu Cong,

Jian YangAuthors Info & Claims

EEET '18: Proceedings of the 2018 International Conference on Electronics and Electrical Engineering Technology

Pages 162 - 166

https://doi.org/10.1145/3277453.3277482

Published: 19 September 2018 Publication History

Get Access

EEET '18: Proceedings of the 2018 International Conference on Electronics and Electrical Engineering Technology

Efficient Transmission Scheme for Distributed Signal Detection with Noisy Communication Links

Pages 162 - 166

Abstract
References

Abstract

We consider the problem of distributed signal detection in a wireless radar sensor network with sensors having non-ideal communication links to the fusion center. Other than the research of the optimum detection scheme, we focus on the efficient transmission of given sensor decisions at the cost of slightly lowering the detection probability at the fusion center. To do so, we introduced two quantities, i.e., detection probability loss coefficientand communication gain coefficient. By studying their curve, an efficient transmission scheme can be found with detection probability loss less than a prescribed small value. A procedure was given, and the simulation results illustrated the effectiveness of the proposed method.

References

[1]

Liu, B. and Chen, B., Decentralized detection in wireless sensor networks with channel fading statistics. EURASIP Journal on Wireless Communications and Networking, 2007, 1 2007), 1--8.

Digital Library

Google Scholar

[2]

Ferrari, G. and Pagliari, R., Decentralized binary detection with noisy communication links. IEEE Transactions on Aerospace and Electronic Systems, 42, 4 2006), 1554--1563.

Crossref

Google Scholar

[3]

Sotomayor, C. A. M., David, R. P., and Sampaio-Neto, R., Adaptive nonassisted distributed detection in sensor networks. IEEE Transactions on Aerospace and Electronic Systems, 53, 6 2017), 3165--3174.

Crossref

Google Scholar

[4]

Maleki, N., Vosoughi, A., and Rahnavard, N., Distributed binary detection over fading channels: cooperative and parallel architectures. IEEE Transactions on Vehicular Technology, 65, 9 2016), 7090--7109.

Crossref

Google Scholar

[5]

Rossi, P. S., Ciuonzo, D., Kansanen, K., and Ekman, T. On energy detection for MIMO decision fusion in wireless sensor networks over NLOS Fading. IEEE Communications Letters, 19, 2 2015), 303--306.

Google Scholar

[6]

Ahmadi, H. R. and Vosoughi, A., Impact of wireless channel uncertainty upon distributed detection systems. IEEE Transactions on Wireless Communications, 12, 6 2013), 2566--2577.

Crossref

Google Scholar

[7]

Li, F., Evans, J. S. and Dey, S., Decision fusion over noncoherent fading multiaccess channels. Signal Processing, IEEE Transactions on, 59, 9 2011), 4367--4380.

Digital Library

Google Scholar

[8]

Lai, K. C., Yang, Y. L. and Jia, J. J. Fusion of decisions transmitted over flat fading channels via maximizing the deflection coefficient. IEEE Transactions on Vehicular Technology, 59, 7 2010), 3634--3640

Crossref

Google Scholar

[9]

Rogers, U. and Chen, H., On the performance of decentralized detection under transmission constraints. In Proceedings of the 2014 National Wireless Research Collaboration Symposium (Idaho Falls, ID, USA, 15-16 May 2014, 2014). IEEE, {insert City of Publication},{insert 2014 of Publication}.

Digital Library

Google Scholar

[10]

Chen, B., Jiang, R., Kasetkasem, T., and Varshney, P. K., Channel aware decision fusion in wireless sensor networks. IEEE Transactions on Signal Processing, 52, 12 2004), 3454--3458.

Digital Library

Google Scholar

Cited By

View all

LIU XWang GWANG QLI XMA S(2021)Achievable rate-exponent region for parallel distributed detection via binary symmetric channels2021 6th International Conference on Intelligent Computing and Signal Processing (ICSP)10.1109/ICSP51882.2021.9408679(957-962)Online publication date: 9-Apr-2021
https://doi.org/10.1109/ICSP51882.2021.9408679
Liu XLiu X(2021)Asymptotically optimal link bit error probability for distributed detection in wireless sensor networksComputer Communications10.1016/j.comcom.2021.05.022Online publication date: May-2021
https://doi.org/10.1016/j.comcom.2021.05.022

Index Terms

Efficient Transmission Scheme for Distributed Signal Detection with Noisy Communication Links
1. Computing methodologies
  1. Distributed computing methodologies
    1. Distributed algorithms
      1. MapReduce algorithms
2. Hardware
  1. Communication hardware, interfaces and storage
    1. Wireless integrated network sensors

Recommendations

How many sensors for an acceptable breach detection probability?

Determining the required number of sensors to be deployed is a critical decision for surveillance wireless sensor networks. In this paper, we discuss the trade-off between the number of sensors and the breach detection probability considering the ...
Distributed adaptive node-specific signal estimation in a wireless sensor network with noisy links
Highlights
- Fusion rules for distributed adaptive node-specific signal estimation (DANSE) are not optimal when communication links are noisy in a wireless sensor ...
Abstract
We consider a distributed signal estimation problem in a wireless sensor network where each node aims to estimate a node-specific desired signal using all sensor signals available in the network. In this setting, the distributed ...
Efficient Coverage Maintenance Based on Probabilistic Distributed Detection

Many wireless sensor networks require sufficient sensing coverage over long periods of time. To conserve energy, a coverage maintenance protocol achieves desired coverage by activating only a subset of nodes, while allowing the others to sleep. Existing ...

Comments

Information & Contributors

Information

Published In

EEET '18: Proceedings of the 2018 International Conference on Electronics and Electrical Engineering Technology

September 2018

246 pages

ISBN:9781450365413

DOI:10.1145/3277453

Permission to make digital or hard copies of all or part of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for components of this work owned by others than ACM must be honored. Abstracting with credit is permitted. To copy otherwise, or republish, to post on servers or to redistribute to lists, requires prior specific permission and/or a fee. Request permissions from [email protected]

Publisher

Association for Computing Machinery

New York, NY, United States

Publication History

Published: 19 September 2018

Permissions

Request permissions for this article.

Request Permissions

Check for updates

Author Tags

Qualifiers

Research-article
Research
Refereed limited

Conference

EEET '18

EEET '18: 2018 International Conference on Electronics and Electrical Engineering Technology

September 19 - 21, 2018

Tianjin, China

Contributors

Other Metrics

View Article Metrics

Bibliometrics & Citations

Bibliometrics

Article Metrics

2
Total Citations
View Citations
32
Total Downloads

Downloads (Last 12 months)2
Downloads (Last 6 weeks)0

Reflects downloads up to 08 Mar 2025

Other Metrics

View Author Metrics

Citations

Cited By

View all

LIU XWang GWANG QLI XMA S(2021)Achievable rate-exponent region for parallel distributed detection via binary symmetric channels2021 6th International Conference on Intelligent Computing and Signal Processing (ICSP)10.1109/ICSP51882.2021.9408679(957-962)Online publication date: 9-Apr-2021
https://doi.org/10.1109/ICSP51882.2021.9408679
Liu XLiu X(2021)Asymptotically optimal link bit error probability for distributed detection in wireless sensor networksComputer Communications10.1016/j.comcom.2021.05.022Online publication date: May-2021
https://doi.org/10.1016/j.comcom.2021.05.022

View Options

Login options

Check if you have access through your login credentials or your institution to get full access on this article.

Full Access

Get this Publication

View options

PDF

View or Download as a PDF file.

PDF

eReader

View online with eReader.

eReader

Abstract

References

Cited By

Index Terms

Recommendations

How many sensors for an acceptable breach detection probability?

Distributed adaptive node-specific signal estimation in a wireless sensor network with noisy links

Efficient Coverage Maintenance Based on Probabilistic Distributed Detection

Comments

Information

Published In

Publisher

Publication History

Permissions

Check for updates

Author Tags

Qualifiers

Conference

Contributors

Other Metrics

Bibliometrics

Article Metrics

Other Metrics

Citations

Cited By

Login options

Full Access

View options

PDF

eReader

Share

Share this Publication link

Share on social media

Affiliations