| Presentation | 2001/1/11 Simple EM Based Channel Estimation and Data Detection Using Estimation in the Preceding Frame in Space-Time Coded Signals Ryoko Matsuo, Tomoaki Ohtsuki, Iwao Sasase, |
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| PDF Download Page | PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | We propose a new channel estimation and data detection technique to reduce the number of iterations and make the Space-time Coding (STC) signals estimation simple. In the proposed technique, we use a basic EM algorithm in the first frame and then in the following frame, we use both the pilot symbols in the current frame and the estimation of the transmitted symbols in the preceding frame. We present the optimum weights for the pilot symbols in the current frame and the estimated transmit symbols in the preceding frame. We show that the estimated transmit symbols in the preceding frame are more reliable than the pilot symbols in the current frame. We also show that without any iteration, the proposed estimation except in the first frame can obtain almost the same performance as the conventional EM based channel estimation with several iterations. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Space-Time Coding / Channel estimation / EM algorithm |
| Paper # | DSP2000-150,SAT2000-106,RCS2000-182 |
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| Conference Information | |
| Committee | SAT |
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| Conference Date | 2001/1/11(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
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| Paper Information | |
| Registration To | Satellite Telecommunications (SAT) |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Simple EM Based Channel Estimation and Data Detection Using Estimation in the Preceding Frame in Space-Time Coded Signals |
| Sub Title (in English) | |
| Keyword(1) | Space-Time Coding |
| Keyword(2) | Channel estimation |
| Keyword(3) | EM algorithm |
| 1st Author's Name | Ryoko Matsuo |
| 1st Author's Affiliation | Dept. of Information and Computer Science, Keio University() |
| 2nd Author's Name | Tomoaki Ohtsuki |
| 2nd Author's Affiliation | Dept. of Electrical Engineering, Science University of Tokyo |
| 3rd Author's Name | Iwao Sasase |
| 3rd Author's Affiliation | Dept. of Information and Computer Science, Keio University |
| Date | 2001/1/11 |
| Paper # | DSP2000-150,SAT2000-106,RCS2000-182 |
| Volume (vol) | vol.100 |
| Number (no) | 559 |
| Page | pp.pp.- |
| #Pages | 8 |
| Date of Issue | |