Performance Analysis of Iteratively Decoded Convergent Source Mapping with Sphere Packing-Assisted Differential Space-Time Spreading Technique for Efficient Video Transmission
With the substantial growth in number of wireless devices, future communication demands overarching research to design high-throughput and efficient systems. We propose an intelligent Convergent Source Mapping (CSM) approach incorporating Differential Space-Time Spreading (DSTS) technique with Spher...
Saved in:
| Main Authors: | , , , |
|---|---|
| Format: | Article |
| Language: | English |
| Published: |
Wiley
2021-01-01
|
| Series: | Complexity |
| Online Access: | http://dx.doi.org/10.1155/2021/5776480 |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
| _version_ | 1832565211705376768 |
|---|---|
| author | Ishtiaque Ahmed Nasru Minallah Jaroslav Frnda Jan Nedoma |
| author_facet | Ishtiaque Ahmed Nasru Minallah Jaroslav Frnda Jan Nedoma |
| author_sort | Ishtiaque Ahmed |
| collection | DOAJ |
| description | With the substantial growth in number of wireless devices, future communication demands overarching research to design high-throughput and efficient systems. We propose an intelligent Convergent Source Mapping (CSM) approach incorporating Differential Space-Time Spreading (DSTS) technique with Sphere Packing (SP) modulation. The crux of CSM process is assured convergence by attaining an infinitesimal Bit-Error Rate (BER). Data Partitioning (DP) H.264 video codec is deployed to gauge the performance of our intelligent and efficient system. For the purpose of efficient and higher data rates, we have incorporated compression efficient source encoding along with error resiliency and transmission robustness features. The proposed system follows the concept of iterations between the Soft-Bit Source-Decoder (SBSD) and Recursive Systematic Convolutional (RSC) decoder. Simulations of the DSTS-SP-assisted CSM system are presented for the correlated narrowband Rayleigh channel, using different CSM rates but constant overall bit-rate budget. The SP-assisted DSTS systems are mainly useful in decoding algorithms that operate without requiring Channel State Information (CSI). The effects of incorporating redundancy via different CSM schemes on the attainable performance and convergence of the proposed system are investigated using EXtrinsic Information Transfer (EXIT) charts. The effectiveness of the proposed system is demonstrated through IT++ based proof-of-concept simulations. The Peak Signal-to-Noise Ratio (PSNR) analysis shows that using Rate-2/6 CSM with minimum Hamming distance (dH,min) of 4 offers about 5 dB gain, compared to an identical overall system code rate but with Rate-2/3 CSM and dH,min of 2. Furthermore, for a consistent value of dH,min and overall rate, the Rate-2/3 CSM scheme beats the Rate-5/6 CSM by about 2 dB at the PSNR degradation point of 2 dB. Moreover, the proposed system with Rate-2/3 CSM scheme furnishes an Eb/N0 gain of 20 dB when compared with the uniform-rate benchmarker. Clearly, we can say that higher dH,min and lower CSM values are favourable for our proposed setup. |
| format | Article |
| id | doaj-art-089e29ef22ac46eea722a4b0180b3dfb |
| institution | Kabale University |
| issn | 1099-0526 |
| language | English |
| publishDate | 2021-01-01 |
| publisher | Wiley |
| record_format | Article |
| series | Complexity |
| spelling | doaj-art-089e29ef22ac46eea722a4b0180b3dfb2025-02-03T01:08:58ZengWileyComplexity1099-05262021-01-01202110.1155/2021/5776480Performance Analysis of Iteratively Decoded Convergent Source Mapping with Sphere Packing-Assisted Differential Space-Time Spreading Technique for Efficient Video TransmissionIshtiaque Ahmed0Nasru Minallah1Jaroslav Frnda2Jan Nedoma3National Centre in Big Data and Cloud ComputingDepartment of Computer Systems EngineeringDepartment of Quantitative Methods and Economic InformaticsDepartment of TelecommunicationsWith the substantial growth in number of wireless devices, future communication demands overarching research to design high-throughput and efficient systems. We propose an intelligent Convergent Source Mapping (CSM) approach incorporating Differential Space-Time Spreading (DSTS) technique with Sphere Packing (SP) modulation. The crux of CSM process is assured convergence by attaining an infinitesimal Bit-Error Rate (BER). Data Partitioning (DP) H.264 video codec is deployed to gauge the performance of our intelligent and efficient system. For the purpose of efficient and higher data rates, we have incorporated compression efficient source encoding along with error resiliency and transmission robustness features. The proposed system follows the concept of iterations between the Soft-Bit Source-Decoder (SBSD) and Recursive Systematic Convolutional (RSC) decoder. Simulations of the DSTS-SP-assisted CSM system are presented for the correlated narrowband Rayleigh channel, using different CSM rates but constant overall bit-rate budget. The SP-assisted DSTS systems are mainly useful in decoding algorithms that operate without requiring Channel State Information (CSI). The effects of incorporating redundancy via different CSM schemes on the attainable performance and convergence of the proposed system are investigated using EXtrinsic Information Transfer (EXIT) charts. The effectiveness of the proposed system is demonstrated through IT++ based proof-of-concept simulations. The Peak Signal-to-Noise Ratio (PSNR) analysis shows that using Rate-2/6 CSM with minimum Hamming distance (dH,min) of 4 offers about 5 dB gain, compared to an identical overall system code rate but with Rate-2/3 CSM and dH,min of 2. Furthermore, for a consistent value of dH,min and overall rate, the Rate-2/3 CSM scheme beats the Rate-5/6 CSM by about 2 dB at the PSNR degradation point of 2 dB. Moreover, the proposed system with Rate-2/3 CSM scheme furnishes an Eb/N0 gain of 20 dB when compared with the uniform-rate benchmarker. Clearly, we can say that higher dH,min and lower CSM values are favourable for our proposed setup.http://dx.doi.org/10.1155/2021/5776480 |
| spellingShingle | Ishtiaque Ahmed Nasru Minallah Jaroslav Frnda Jan Nedoma Performance Analysis of Iteratively Decoded Convergent Source Mapping with Sphere Packing-Assisted Differential Space-Time Spreading Technique for Efficient Video Transmission Complexity |
| title | Performance Analysis of Iteratively Decoded Convergent Source Mapping with Sphere Packing-Assisted Differential Space-Time Spreading Technique for Efficient Video Transmission |
| title_full | Performance Analysis of Iteratively Decoded Convergent Source Mapping with Sphere Packing-Assisted Differential Space-Time Spreading Technique for Efficient Video Transmission |
| title_fullStr | Performance Analysis of Iteratively Decoded Convergent Source Mapping with Sphere Packing-Assisted Differential Space-Time Spreading Technique for Efficient Video Transmission |
| title_full_unstemmed | Performance Analysis of Iteratively Decoded Convergent Source Mapping with Sphere Packing-Assisted Differential Space-Time Spreading Technique for Efficient Video Transmission |
| title_short | Performance Analysis of Iteratively Decoded Convergent Source Mapping with Sphere Packing-Assisted Differential Space-Time Spreading Technique for Efficient Video Transmission |
| title_sort | performance analysis of iteratively decoded convergent source mapping with sphere packing assisted differential space time spreading technique for efficient video transmission |
| url | http://dx.doi.org/10.1155/2021/5776480 |
| work_keys_str_mv | AT ishtiaqueahmed performanceanalysisofiterativelydecodedconvergentsourcemappingwithspherepackingassisteddifferentialspacetimespreadingtechniqueforefficientvideotransmission AT nasruminallah performanceanalysisofiterativelydecodedconvergentsourcemappingwithspherepackingassisteddifferentialspacetimespreadingtechniqueforefficientvideotransmission AT jaroslavfrnda performanceanalysisofiterativelydecodedconvergentsourcemappingwithspherepackingassisteddifferentialspacetimespreadingtechniqueforefficientvideotransmission AT jannedoma performanceanalysisofiterativelydecodedconvergentsourcemappingwithspherepackingassisteddifferentialspacetimespreadingtechniqueforefficientvideotransmission |