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Joint Maximum-Likelihood and MMSE Channel Estimator for UWB Communications

Joint Maximum-Likelihood and MMSE Channel Estimator for UWB Communications
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摘要 Channel estimation and synchronization are crucial problems in coherent ultra wideband (UWB) receiver designs. A joint maximum-likelihood (ML) and minimum-mean-square-error (MMSE) channel esti- mation scheme was developed for more precise channel estimates based on the assumption of exponential multipath decay. The performance improvement was analyzed theoretically with a computer simulation using IEEE 802.15.3a ultra-wideband channel models. Theoretical and simulation results show that the scheme further improves the estimation performance of channel gains and multipath delays compared with the traditional ML channel estimator. Channel estimation and synchronization are crucial problems in coherent ultra wideband (UWB) receiver designs. A joint maximum-likelihood (ML) and minimum-mean-square-error (MMSE) channel esti- mation scheme was developed for more precise channel estimates based on the assumption of exponential multipath decay. The performance improvement was analyzed theoretically with a computer simulation using IEEE 802.15.3a ultra-wideband channel models. Theoretical and simulation results show that the scheme further improves the estimation performance of channel gains and multipath delays compared with the traditional ML channel estimator.
出处 《Tsinghua Science and Technology》 SCIE EI CAS 2006年第5期568-573,共6页 清华大学学报(自然科学版(英文版)
基金 Supported by the National Natural Science Foundation of China (No. 90204001)
关键词 ultra wideband (UWB) MAXIMUM-LIKELIHOOD minimum-mean-square-error (MMSE) channel es-timation prior statistical knowledge IEEE 802.153a ultra wideband (UWB) maximum-likelihood minimum-mean-square-error (MMSE) channel es-timation prior statistical knowledge IEEE 802.153a
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