Novel mathematical analysis on CSSN parameters for various fading effects
This research investigates the performance of Cooperative Spectrum Sensing (CSS) networks in diverse fading environments, employing various soft data combining techniques. Assuming a non-faded reporting channel and impact of fading effects on sensing channel performance using conventional energy det...
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| Format: | Article |
| Language: | English |
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Elsevier
2025-03-01
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| Series: | Results in Engineering |
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| Online Access: | http://www.sciencedirect.com/science/article/pii/S2590123025001379 |
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| author | Naveen Kumar Boddukuri Debasish Pal Ayan Kumar Bandyopadhyay Chaitali Koley |
| author_facet | Naveen Kumar Boddukuri Debasish Pal Ayan Kumar Bandyopadhyay Chaitali Koley |
| author_sort | Naveen Kumar Boddukuri |
| collection | DOAJ |
| description | This research investigates the performance of Cooperative Spectrum Sensing (CSS) networks in diverse fading environments, employing various soft data combining techniques. Assuming a non-faded reporting channel and impact of fading effects on sensing channel performance using conventional energy detection. The objective of this paper is to determine which diversity technique maximizes the average detection probability under various fading conditions. We have also aimed to identify which fading environment is giving a higher detection probability value. Theoretical expressions are derived and validated through MATLAB simulations, with results presented as signal-to-noise ratio (SNR), average detection probability, and complementary receiver operating characteristic (CROC) curves. A comparative analysis of diversity techniques is provided, identifying the most effective approach for CSS networks in challenging fading environments. |
| format | Article |
| id | doaj-art-7ab4134b4c7343f1952e71776162442f |
| institution | Kabale University |
| issn | 2590-1230 |
| language | English |
| publishDate | 2025-03-01 |
| publisher | Elsevier |
| record_format | Article |
| series | Results in Engineering |
| spelling | doaj-art-7ab4134b4c7343f1952e71776162442f2025-01-27T04:22:09ZengElsevierResults in Engineering2590-12302025-03-0125104049Novel mathematical analysis on CSSN parameters for various fading effectsNaveen Kumar Boddukuri0Debasish Pal1Ayan Kumar Bandyopadhyay2Chaitali Koley3Department of ECE, National Institute of Technology Mizoram, Chatlang, Mizoram 796 012, India; Corresponding author.Central Electronics Engineering Research Institute, Pilani, Rajasthan 333031, IndiaCentral Electronics Engineering Research Institute, Pilani, Rajasthan 333031, IndiaDepartment of ECE, National Institute of Technology Mizoram, Chatlang, Mizoram 796 012, IndiaThis research investigates the performance of Cooperative Spectrum Sensing (CSS) networks in diverse fading environments, employing various soft data combining techniques. Assuming a non-faded reporting channel and impact of fading effects on sensing channel performance using conventional energy detection. The objective of this paper is to determine which diversity technique maximizes the average detection probability under various fading conditions. We have also aimed to identify which fading environment is giving a higher detection probability value. Theoretical expressions are derived and validated through MATLAB simulations, with results presented as signal-to-noise ratio (SNR), average detection probability, and complementary receiver operating characteristic (CROC) curves. A comparative analysis of diversity techniques is provided, identifying the most effective approach for CSS networks in challenging fading environments.http://www.sciencedirect.com/science/article/pii/S2590123025001379CSS NetworkConventional energy detectionDiversity techniquesSoft data fusion rulesComplimentary receiver characteristics |
| spellingShingle | Naveen Kumar Boddukuri Debasish Pal Ayan Kumar Bandyopadhyay Chaitali Koley Novel mathematical analysis on CSSN parameters for various fading effects Results in Engineering CSS Network Conventional energy detection Diversity techniques Soft data fusion rules Complimentary receiver characteristics |
| title | Novel mathematical analysis on CSSN parameters for various fading effects |
| title_full | Novel mathematical analysis on CSSN parameters for various fading effects |
| title_fullStr | Novel mathematical analysis on CSSN parameters for various fading effects |
| title_full_unstemmed | Novel mathematical analysis on CSSN parameters for various fading effects |
| title_short | Novel mathematical analysis on CSSN parameters for various fading effects |
| title_sort | novel mathematical analysis on cssn parameters for various fading effects |
| topic | CSS Network Conventional energy detection Diversity techniques Soft data fusion rules Complimentary receiver characteristics |
| url | http://www.sciencedirect.com/science/article/pii/S2590123025001379 |
| work_keys_str_mv | AT naveenkumarboddukuri novelmathematicalanalysisoncssnparametersforvariousfadingeffects AT debasishpal novelmathematicalanalysisoncssnparametersforvariousfadingeffects AT ayankumarbandyopadhyay novelmathematicalanalysisoncssnparametersforvariousfadingeffects AT chaitalikoley novelmathematicalanalysisoncssnparametersforvariousfadingeffects |