Title: 多天線正交分頻多工系統之通道估計與I/Q失衡補償
Joint Maximum Likelihood Estimation of Channel and I/Q Imbalance for MIMO-OFDM Systems
Authors: 徐進發
沈文和
電信工程研究所
Keywords: 正交分頻多工;I/Q失衡;通道估計;OFDM;I/Q imbalance;channel estimation
Issue Date: 2004
Abstract: 現今許多的應用需要具備高傳輸速率的無線通訊系統,而多天線正交分頻多工(MIMO-OFDM)系統正是滿足此特性的主流技術之ㄧ。在接收機架構方面,無論是在業界或是學術界,直接轉換接收機(Direct Conversion Receiver)皆被廣泛地採用,因為其具備有小體積,低成本和高整合度等優勢。然而,此架構因為射頻(Radio Frequency)元件不完美的緣故,無可避免地會產生一些射頻損傷,像是直流偏移(DC Offset)、頻率偏移(Frequency Offset)和I/Q失衡(I/Q Imbalance)…等,而I/Q失衡問題將是我們討論的重點。此論文中將同時考慮通道估測以及I/Q失衡補償兩項議題,並提出一共同最大可能性估計(Joint Maximum Likelihood Estimation)之估計和補償方法。再者,I/Q失衡有兩種類型,第一種為不隨頻率變動,第二種為隨頻率變動,我們會針對兩者各自提出估計及補償的方法。另外,論文中的通道估計和I/Q失衡補償演算法不僅可應用於單天線(SISO)正交分頻多工系統,更可應用在多天線正交分頻多工系統,例如IEEE802.11n。論文內也包含了最大可能性估計的效能分析與電腦模擬的結果,以驗證演算法的正確性和可行性。
Wireless communication systems with high data rate are strongly desired by a variety of applications, and MIMO-OFDM is one of the promising technologies satisfying the need for high throughput. A direct-conversion receiver (DCR) architecture becomes a trend in industry and academic world nowadays because it is small, cheap and less power-consuming. This kind of architecture, however, accompanies with some radio frequency (RF) imperfections such as the direct current (DC) offset, frequency offset, in-phase/quadrature (I/Q) imbalance, and etc. In this thesis, the RF impairment of I/Q mismatch is addressed; moreover, we propose a joint maximum likelihood (ML) estimation of I/Q imbalance and channel for MIMO-OFDM systems, such as IEEE 802.11n. The problems of I/Q mismatch compensation and channel estimation are considered at the same time, and we offer the compensation algorithms based on not only frequency-independent but also frequency-dependent I/Q imbalances. In addition to SISO-OFDM systems, our algorithms are able to work in the MIMO-OFDM systems with tone-interleaved training sequences for MIMO channel estimation.
URI: http://140.113.39.130/cdrfb3/record/nctu/#GT009213504
http://hdl.handle.net/11536/69446
Appears in Collections:Thesis


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