Roberto Ciardi, Gianluca Giuffrida, Matteo Bertolucci, Emanuele Pagani, L. Fanucci
{"title":"CCSDS 131.2-B-1软件定义无线电接收机,具有GPU加速器:相对于CPU实现高达1000倍。","authors":"Roberto Ciardi, Gianluca Giuffrida, Matteo Bertolucci, Emanuele Pagani, L. Fanucci","doi":"10.1109/TTC55771.2022.9975788","DOIUrl":null,"url":null,"abstract":"Nowadays the number of Earth Observation missions are exponentially increasing. Each satellite may embark payloads which produce a big amount of data, that need to be transmitted on-ground. To address large data transmissions, proper of this kind of missions, CCSDS 131.2-B standard has been developed. A limiting factor in the adoption of this communication system is represented by the complexity of the hardware required for running a receiver in real time. Software Defined Radio (SDR) receivers represent a potential low-cost solution when dealing with scientific data or low-medium-data rate. In this perspective, we present in this paper the implementation of an SDR dedicated to CCSDS 131.2-B. In particular, this software was designed following the Single Instruction Multiple Data paradigm to speed up the reception and data processing, exploiting the so called General Purpose-Graphic Processing Unit (GP-GPU). The entire software has been designed to be completely modular, i.e., allowing to easily add/modify each block in the reception chain. The preliminary results of the adoption of this SDR as a CCSDS 131.2-B receiver, has shown excellent performance, maintaining a throughput up to 10 MBaud for ACM 1-7. This throughput can be easily increased exploiting parallelism at decoder level, hence linearly increasing the SDR performance, up to the GP-GPU memory filling. The proposed solution is designed to be a game changer and a potential flagship killer for such missions wich requirements are relaxed in term of throughput.","PeriodicalId":303926,"journal":{"name":"2022 9th International Workshop on Tracking, Telemetry and Command Systems for Space Applications (TTC)","volume":"51 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2022-11-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"CCSDS 131.2-B-1 Software Defined Radio receiver featuring GPU accelerators: up to 1000x with respect to CPU implementation.\",\"authors\":\"Roberto Ciardi, Gianluca Giuffrida, Matteo Bertolucci, Emanuele Pagani, L. Fanucci\",\"doi\":\"10.1109/TTC55771.2022.9975788\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Nowadays the number of Earth Observation missions are exponentially increasing. Each satellite may embark payloads which produce a big amount of data, that need to be transmitted on-ground. To address large data transmissions, proper of this kind of missions, CCSDS 131.2-B standard has been developed. A limiting factor in the adoption of this communication system is represented by the complexity of the hardware required for running a receiver in real time. Software Defined Radio (SDR) receivers represent a potential low-cost solution when dealing with scientific data or low-medium-data rate. In this perspective, we present in this paper the implementation of an SDR dedicated to CCSDS 131.2-B. In particular, this software was designed following the Single Instruction Multiple Data paradigm to speed up the reception and data processing, exploiting the so called General Purpose-Graphic Processing Unit (GP-GPU). The entire software has been designed to be completely modular, i.e., allowing to easily add/modify each block in the reception chain. The preliminary results of the adoption of this SDR as a CCSDS 131.2-B receiver, has shown excellent performance, maintaining a throughput up to 10 MBaud for ACM 1-7. This throughput can be easily increased exploiting parallelism at decoder level, hence linearly increasing the SDR performance, up to the GP-GPU memory filling. The proposed solution is designed to be a game changer and a potential flagship killer for such missions wich requirements are relaxed in term of throughput.\",\"PeriodicalId\":303926,\"journal\":{\"name\":\"2022 9th International Workshop on Tracking, Telemetry and Command Systems for Space Applications (TTC)\",\"volume\":\"51 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2022-11-28\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2022 9th International Workshop on Tracking, Telemetry and Command Systems for Space Applications (TTC)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/TTC55771.2022.9975788\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2022 9th International Workshop on Tracking, Telemetry and Command Systems for Space Applications (TTC)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/TTC55771.2022.9975788","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
CCSDS 131.2-B-1 Software Defined Radio receiver featuring GPU accelerators: up to 1000x with respect to CPU implementation.
Nowadays the number of Earth Observation missions are exponentially increasing. Each satellite may embark payloads which produce a big amount of data, that need to be transmitted on-ground. To address large data transmissions, proper of this kind of missions, CCSDS 131.2-B standard has been developed. A limiting factor in the adoption of this communication system is represented by the complexity of the hardware required for running a receiver in real time. Software Defined Radio (SDR) receivers represent a potential low-cost solution when dealing with scientific data or low-medium-data rate. In this perspective, we present in this paper the implementation of an SDR dedicated to CCSDS 131.2-B. In particular, this software was designed following the Single Instruction Multiple Data paradigm to speed up the reception and data processing, exploiting the so called General Purpose-Graphic Processing Unit (GP-GPU). The entire software has been designed to be completely modular, i.e., allowing to easily add/modify each block in the reception chain. The preliminary results of the adoption of this SDR as a CCSDS 131.2-B receiver, has shown excellent performance, maintaining a throughput up to 10 MBaud for ACM 1-7. This throughput can be easily increased exploiting parallelism at decoder level, hence linearly increasing the SDR performance, up to the GP-GPU memory filling. The proposed solution is designed to be a game changer and a potential flagship killer for such missions wich requirements are relaxed in term of throughput.