Blind modulation classification: a concept whose time has come

by: OA Dobre, A Abdi, Y Bar-Ness, Wei Su

Advances in Wired and Wireless Communication, 2005 IEEE/Sarnoff Symposium on (2005), pp. 223-228.

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Abstract

We address the problem of identifying the modulation format of an incoming signal. We review many existing techniques for digital modulation recognition in a systematic way, which helps the reader to see the main features of each technique. The goal is to provide useful guidelines for choosing appropriate classification algorithms for different modulations, from the large pool of available techniques. Furthermore, the performance of a benchmark classifier is presented, as well as its sensitivity to several model mismatches. Open problems and possible directions for further research are briefly discussed

@inproceedings{citeulike:1913176, abstract = {We address the problem of identifying the modulation format of an incoming signal. We review many existing techniques for digital modulation recognition in a systematic way, which helps the reader to see the main features of each technique. The goal is to provide useful guidelines for choosing appropriate classification algorithms for different modulations, from the large pool of available techniques. Furthermore, the performance of a benchmark classifier is presented, as well as its sensitivity to several model mismatches. Open problems and possible directions for further research are briefly discussed}, author = {Dobre, O. A. and Abdi, A. and Bar-Ness, Y. and Su, Wei }, booktitle = {Advances in Wired and Wireless Communication, 2005 IEEE/Sarnoff Symposium on}, citeulike-article-id = {1913176}, journal = {Advances in Wired and Wireless Communication, 2005 IEEE/Sarnoff Symposium on}, keywords = {blind, classification, modulation, radio, software}, pages = {223--228}, posted-at = {2007-11-14 10:20:33}, priority = {2}, title = {Blind modulation classification: a concept whose time has come}, url = {http://ieeexplore.ieee.org/xpls/abs\_all.jsp?arnumber=1426550}, year = {2005} }

RIS record

TY - CONF ID - citeulike:1913176 L3 - citeulike-article-id:1913176 TI - Blind modulation classification: a concept whose time has come T2 - Advances in Wired and Wireless Communication, 2005 IEEE/Sarnoff Symposium on JF - Advances in Wired and Wireless Communication, 2005 IEEE/Sarnoff Symposium on SP - 223 EP - 228 N2 - We address the problem of identifying the modulation format of an incoming signal. We review many existing techniques for digital modulation recognition in a systematic way, which helps the reader to see the main features of each technique. The goal is to provide useful guidelines for choosing appropriate classification algorithms for different modulations, from the large pool of available techniques. Furthermore, the performance of a benchmark classifier is presented, as well as its sensitivity to several model mismatches. Open problems and possible directions for further research are briefly discussed KW - blind KW - classification KW - modulation KW - radio KW - software AU - Dobre, OA AU - Abdi, A AU - Bar-Ness, Y AU - Su, Wei PY - 2005/// UR - http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=1426550 ER -

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