Title :
Adaptive Sliding Window Minimum Mean Square Error Inter-Carrier Interference Cancellation
Author :
Ahmed, R. ; Loghin, N.S. ; Speidel, J.
Author_Institution :
Inst. of Telecommun., Univ. of Stuttgart, Stuttgart, Germany
Abstract :
Channel variation causes a loss of orthogonality among the subcarriers of an Orthogonal Frequency Division Multiplexing (OFDM) symbol and leads to inter- carrier interference (ICI) and degradation in performance. In this work, we propose a minimum mean square error ICI canceller with an adaptive sliding window (MMSE-ASW). In a frequency selective channel, the proposed MMSE-ASW adopts a different window size depending on the degree of ICI to which each subcarrier is subjected relative to the power of the signal part. A metric is computed for each subcarrier to determine the degree of interference which depends on the estimated ICI coefficients. A closed form is derived to get the optimum value of the window size used in the MMSE-ASW approach. We analyze the performance and the complexity trade-off of the algorithm. We demonstrate the effectiveness of the proposed method for a frequency selective fast fading channel, in a first generation digital video broadcasting system (DVB-T). As a result, we found that at a Doppler frequency of 100Hz, the proposed algorithm requires only about 32% of the complexity needed in the conventional MMSE approach to deliver the same bit error rate (BER) performance.
Keywords :
OFDM modulation; computational complexity; error statistics; fading channels; intercarrier interference; interference suppression; least mean squares methods; radiofrequency interference; BER; DVB-T; Doppler frequency; ICI; MMSE-ASW approach; OFDM symbol; adaptive sliding window; bit error rate performance; digital video broadcasting system; frequency 100 Hz; frequency selective fast fading channel; minimum mean square error inter-carrier interference cancellation; orthogonal frequency division multiplexing symbol; Bit error rate; Complexity theory; Doppler effect; Equalizers; Interference; OFDM; Receivers;
Conference_Titel :
Vehicular Technology Conference (VTC Spring), 2014 IEEE 79th
Conference_Location :
Seoul
DOI :
10.1109/VTCSpring.2014.7022811