Title :
PCA relay strategies for sensor networks and cooperative communications systems
Author :
Sahebdel, Sara ; Bakhshi, Hamidreza ; Nasseri, Mona ; Naser-Moghaddasi, Mohammad
Author_Institution :
Dept. of Electr. Eng., Islamic Azad Univ., Tehran, Iran
Abstract :
Sensor networks are a way to combat the fading in cooperative communications systems due to spatial diversity characteristic and they are so popular in the new generation of wireless networks. In this research the PCA relay strategies on a two-hop protocol sensor network is proposed and the better BER performance than the conventional relay matrix is achieved. It is considered one antenna for all nodes of the network including relays in the same distance from source and destination. The PCA method is applied for relay strategies, based on the eigenvectors corresponding to the largest eigenvalues of channels at both sides of relays, constraining total power usage. The BER and MSE criterion of the proposed scheme are derived.
Keywords :
cooperative communication; error statistics; mean square error methods; principal component analysis; wireless sensor networks; BER performance; MSE criterion; PCA relay strategy; cooperative communications systems; eigenvectors; relay matrix; two-hop protocol sensor network; Bit error rate; Fading; Principal component analysis; Protocols; Receivers; Relays; Wireless sensor networks; Amplify-forward scheme; Relay matrix; Relay network;
Conference_Titel :
Business, Engineering and Industrial Applications (ICBEIA), 2011 International Conference on
Conference_Location :
Kuala Lumpur
Print_ISBN :
978-1-4577-1279-1
DOI :
10.1109/ICBEIA.2011.5994244