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Usawazishaji wa Zero-Forcing (ZF) na Minimum Mean-Square Error (MMSE)×Njia Nyingi za Kuingiza Nyingi za Kutokeza (MIMO)×Uhamilishaji wa Mgawanyo wa Marudio wa Orthogonal (OFDM)×
NyanjaMawasiliano ya SimuMawasiliano ya SimuMawasiliano ya Simu
FamiliaProcess / pipelineProcess / pipelineProcess / pipeline
Mwaka wa asili197419951971
MwanzilishiSaleh Mansour and Paul ZervosTelatar, Foschini, and GansWeinstein and Ebert
Ainalinear equalization algorithmspatial multiplexing techniquemulticarrier modulation scheme
Chanzo asiliaProakis, J. G. (2001). Digital Communications (4th ed.). McGraw-Hill. link ↗Telatar, I. (1999). Capacity of multi-antenna Gaussian channels. European Transactions on Telecommunications, 10(6), 585-595. DOI ↗Weinstein, S. B., & Ebert, P. M. (1971). Data transmission by frequency-division multiplexing using the discrete Fourier transform. IEEE Transactions on Communication Technology, 19(5), 628-634. DOI ↗
Majina mbadalachannel equalization, interference cancellationspatial multiplexing, antenna diversitymulticarrier modulation
Zinazohusiana555
MuhtasariZero-Forcing (ZF) and Minimum Mean-Square Error (MMSE) equalization are fundamental linear receiver algorithms for combating intersymbol interference in dispersive channels. Developed in the context of data transmission theory, these methods form the basis of modern channel equalization in wireless and wired systems. While ZF aggressively cancels interference, MMSE balances interference suppression with noise enhancement, making it the optimal linear solution under Gaussian noise.MIMO is a technique that uses multiple transmit and receive antennas to significantly increase channel capacity and reliability. Pioneered theoretically by Telatar (1999) and Foschini & Gans (1998), MIMO exploits multipath propagation—typically a liability in wireless—as an asset by creating independent spatial channels. It is now fundamental to all modern wireless systems including LTE, WiFi-6, and 5G, where it provides both capacity gains through spatial multiplexing and robustness through diversity.OFDM is a multicarrier modulation technique that divides a wideband channel into many narrowband orthogonal subcarriers. Introduced by Weinstein and Ebert in 1971, it exploits the duality between time and frequency domains to efficiently use spectrum while mitigating intersymbol interference in frequency-selective channels. OFDM is now the standard for high-speed wireless systems including WiFi, cellular LTE, and digital broadcasting.
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ScholarGateLinganisha mbinu: ZF/MMSE Equalization · MIMO · OFDM. Imepatikana 2026-06-18 kutoka https://scholargate.app/sw/compare