Title :
Enabling adaptive modulation and interference mitigation for slow frequency hopping communications
Author :
Lei, Ming ; Duel-Hallen, Alexandra ; Hallen, Hans
Author_Institution :
Dept. of Electr. & Comput. Eng., North Carolina State Univ., Raleigh, NC, USA
Abstract :
We investigate the optimal minimum mean square error (MMSE) long range prediction (LRP) algorithm for slow frequency hopping (SFH) systems that employ coherent detection. Statistical model of the prediction accuracy is developed and used in the design of reliable adaptive modulation techniques. Moreover, adaptive modulation is combined with adaptive transmitter frequency diversity to mitigate the effect of fading and partial-band interference. Both standard Jakes model and a realistic physical model are employed to test the performance. Analysis and simulation results show that significant performance gains can be achieved relative to non-adaptive methods.
Keywords :
adaptive modulation; diversity reception; fading; frequency hop communication; interference suppression; least mean squares methods; prediction theory; statistical analysis; Jakes model; LRP; MMSE; SFH; adaptive modulation technique; fading; frequency diversity transmission; interference mitigation; long range prediction algorithm; optimal minimum mean square error; partial-band interference; physical model; slow frequency hopping system; statistical model; Accuracy; Fading; Frequency diversity; Interference; Mean square error methods; Prediction algorithms; Predictive models; Spread spectrum communication; Testing; Transmitters;
Conference_Titel :
Signal Processing Advances in Wireless Communications, 2005 IEEE 6th Workshop on
Print_ISBN :
0-7803-8867-4
DOI :
10.1109/SPAWC.2005.1506045