DocumentCode :
1116640
Title :
Asymptotic Detection Performance of Type-Based Multiple Access Over Multiaccess Fading Channels
Author :
Mergen, Gökhan ; Naware, Vidyut ; Tong, Lang
Author_Institution :
Sch. of Electr. & Comput. Eng., Cornell Univ., Ithaca, NY
Volume :
55
Issue :
3
fYear :
2007
fDate :
3/1/2007 12:00:00 AM
Firstpage :
1081
Lastpage :
1092
Abstract :
The problem of communicating sensor readings over a multiaccess channel for detecting a target using type-based multiple access (TBMA) is considered. TBMA is analyzed in a general framework by considering non-i.i.d. data and nonidentical channel gains. An asymptotically optimal detector is proposed and its error-exponents for detection probabilities are characterized using tools from large deviations theory (LDT). In case of i.i.d. channel gains, it is shown that the performance of TBMA presents two distinct behaviors depending on whether the channel gains have zero mean. Numerical simulations are used to demonstrate that the error exponents provide reasonably accurate estimates of the performance of TBMA
Keywords :
fading channels; multi-access systems; signal detection; wireless sensor networks; asymptotic detection performance; asymptotically optimal detector; large deviations theory; multiaccess fading channels; type-based multiple access; Detectors; Fading; Multiaccess communication; Numerical simulation; Object detection; Parameter estimation; Performance gain; Quantization; Sensor fusion; Sensor phenomena and characterization; Distributed detection; error exponents; fading channels; large deviations (LD); multiaccess communication; sensor networks; types;
fLanguage :
English
Journal_Title :
Signal Processing, IEEE Transactions on
Publisher :
ieee
ISSN :
1053-587X
Type :
jour
DOI :
10.1109/TSP.2006.887564
Filename :
4099562
Link To Document :
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