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Channel Parameters Identification Based on IMM Algorithm for Variant Correlation Channel
- Source :
- Mathematical Problems in Engineering, Vol 2015 (2015)
- Publication Year :
- 2015
- Publisher :
- Hindawi Limited, 2015.
-
Abstract
- In wireless communication systems, correct knowledge of the correlation of a fading channel is essential for channel estimation. Both the reliability of the estimated channel impulse response (CIR) and the adjustment of an adaptive communication system need the accurate correlation information, which is difficult to identify especially when changing. By modeling the fading channel as a hybrid dynamic system, a channel estimation algorithm based on Interacting Multiple Model (IMM) is presented with the consideration of time-variant channel correlation. Applying the IMM algorithm, the proposed channel estimator can identify the channel correlation. With the accurate information of channel correlation, the proposed algorithm is capable of performing accurate estimation on the fading wireless channel with time-variant or time-invariant correlation. Our simulations demonstrate that the IMM based channel estimation algorithm has good performance in estimating CIR as well as in identifying the channel correlation.
- Subjects :
- Spatial correlation
Engineering
Article Subject
business.industry
General Mathematics
lcsh:Mathematics
General Engineering
Estimator
Data_CODINGANDINFORMATIONTHEORY
Communications system
lcsh:QA1-939
Precoding
Channel state information
lcsh:TA1-2040
Wireless
Fading
business
lcsh:Engineering (General). Civil engineering (General)
Algorithm
Communication channel
Computer Science::Information Theory
Subjects
Details
- Language :
- English
- ISSN :
- 15635147
- Volume :
- 2015
- Database :
- OpenAIRE
- Journal :
- Mathematical Problems in Engineering
- Accession number :
- edsair.doi.dedup.....146c5f0f499555e59a4dfb64ad3fc58c