Interference Rejection and Channel Detection in Mobile Communication
(2004)- Abstract
- This thesis is devoted to statistical problems in mobile communication, in particular disturbance rejection and change detection are studied. Co-channel interference is a significant problem for systems based on TDMA, e.g. EDGE. We show methods for detection and suppression of such interference, when the terminal is equipped with only one antenna. Our algorithms are able to detect an interferer for practically relevant values of C/I and SNR. Further, we are able to estimate the interferering radio channel by correlation techniques and Kalman filters operating in a Viterbi decoder. After the channel is estimated the interference is suppressed by using joint Viterbi decoding or approximations of joint Viterbi decoding.
The... (More) - This thesis is devoted to statistical problems in mobile communication, in particular disturbance rejection and change detection are studied. Co-channel interference is a significant problem for systems based on TDMA, e.g. EDGE. We show methods for detection and suppression of such interference, when the terminal is equipped with only one antenna. Our algorithms are able to detect an interferer for practically relevant values of C/I and SNR. Further, we are able to estimate the interferering radio channel by correlation techniques and Kalman filters operating in a Viterbi decoder. After the channel is estimated the interference is suppressed by using joint Viterbi decoding or approximations of joint Viterbi decoding.
The radio channel for WCDMA system is subject to abrupt and fast changes, which are important to model and detect. We investigate two cases, disappearance of channel paths and appearance of new channel paths. The first case is solved by examining the tap power and alarm if it has been low during a long time. The algorithm is extended with another algorithm that uses the continuity property of a Rayleigh fading channel and locally approximates it by low order polynomials. For the second case three different methods are presented. The first one compares two different variance estimates. The second one is based on that the sum of thresholded residuals, within a window, is binomial distributed. The third method is based on the two sample Kolmogorov-Smirnov test. For both cases it is possible to quickly detect an abrupt path change, within 20-40 CPICH symbols. The mean time between two consecutive false alarms is designed to be the common time between two consecutive path searches. (Less)
Please use this url to cite or link to this publication:
https://lup.lub.lu.se/record/21598
- author
- Nordström, Fredrik LU
- supervisor
- opponent
-
- Prof. Gustafsson, Fredrik, Institutionen för Systemteknik, Linköpings Universitet
- organization
- publishing date
- 2004
- type
- Thesis
- publication status
- published
- subject
- keywords
- detection of abrupt changes, WCDMA, Viterbi decoder, Kalman filter, co-channel interference, TDMA, EDGE, Mathematics, Matematik
- pages
- 200 pages
- publisher
- Mathematical Statistics, Centre for Mathematical Sciences, Lund University
- defense location
- Matematikcentrum, Sölvegatan 18, room MH:C, Lund Institute of Technology
- defense date
- 2004-02-27 13:15:00
- ISBN
- 91-628-5967-6
- language
- English
- LU publication?
- yes
- id
- 2b0b3944-51be-40b2-9d42-9612a6a1a7c6 (old id 21598)
- date added to LUP
- 2016-04-01 15:48:23
- date last changed
- 2018-11-21 20:36:31
@phdthesis{2b0b3944-51be-40b2-9d42-9612a6a1a7c6, abstract = {{This thesis is devoted to statistical problems in mobile communication, in particular disturbance rejection and change detection are studied. Co-channel interference is a significant problem for systems based on TDMA, e.g. EDGE. We show methods for detection and suppression of such interference, when the terminal is equipped with only one antenna. Our algorithms are able to detect an interferer for practically relevant values of C/I and SNR. Further, we are able to estimate the interferering radio channel by correlation techniques and Kalman filters operating in a Viterbi decoder. After the channel is estimated the interference is suppressed by using joint Viterbi decoding or approximations of joint Viterbi decoding.<br/><br> <br/><br> The radio channel for WCDMA system is subject to abrupt and fast changes, which are important to model and detect. We investigate two cases, disappearance of channel paths and appearance of new channel paths. The first case is solved by examining the tap power and alarm if it has been low during a long time. The algorithm is extended with another algorithm that uses the continuity property of a Rayleigh fading channel and locally approximates it by low order polynomials. For the second case three different methods are presented. The first one compares two different variance estimates. The second one is based on that the sum of thresholded residuals, within a window, is binomial distributed. The third method is based on the two sample Kolmogorov-Smirnov test. For both cases it is possible to quickly detect an abrupt path change, within 20-40 CPICH symbols. The mean time between two consecutive false alarms is designed to be the common time between two consecutive path searches.}}, author = {{Nordström, Fredrik}}, isbn = {{91-628-5967-6}}, keywords = {{detection of abrupt changes; WCDMA; Viterbi decoder; Kalman filter; co-channel interference; TDMA; EDGE; Mathematics; Matematik}}, language = {{eng}}, publisher = {{Mathematical Statistics, Centre for Mathematical Sciences, Lund University}}, school = {{Lund University}}, title = {{Interference Rejection and Channel Detection in Mobile Communication}}, year = {{2004}}, }