{"title":"整数强迫的上行-下行对偶性:有效sinr和迭代优化","authors":"Wenbo He, B. Nazer, S. Shamai","doi":"10.1109/SPAWC.2014.6941894","DOIUrl":null,"url":null,"abstract":"Integer-forcing is a recently proposed framework for single-user encoding and decoding for MIMO channels. The key idea is that, by using appropriate nested lattice codebooks, we can ensure that every integer linear combination of codewords is itself a codeword. This permits the decoder is to first eliminate noise from the interfering data streams at the decoder, and only afterwards solve for the data streams. Here, we examine the integer-forcing framework from a signal-to-interference-and-noise ratio perspective and focus on the challenging problem of simultaneously optimizing the beamforming and projection matrices as well as the targeted integer matrix. Using recent results on uplink-downlink duality for integer-forcing, we propose an iterative algorithm for selecting these matrices and investigate its performance via simulations.","PeriodicalId":420837,"journal":{"name":"2014 IEEE 15th International Workshop on Signal Processing Advances in Wireless Communications (SPAWC)","volume":"156 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2014-06-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"4","resultStr":"{\"title\":\"Uplink-downlink duality for integer-forcing: Effective SINRs and iterative optimization\",\"authors\":\"Wenbo He, B. Nazer, S. Shamai\",\"doi\":\"10.1109/SPAWC.2014.6941894\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Integer-forcing is a recently proposed framework for single-user encoding and decoding for MIMO channels. The key idea is that, by using appropriate nested lattice codebooks, we can ensure that every integer linear combination of codewords is itself a codeword. This permits the decoder is to first eliminate noise from the interfering data streams at the decoder, and only afterwards solve for the data streams. Here, we examine the integer-forcing framework from a signal-to-interference-and-noise ratio perspective and focus on the challenging problem of simultaneously optimizing the beamforming and projection matrices as well as the targeted integer matrix. Using recent results on uplink-downlink duality for integer-forcing, we propose an iterative algorithm for selecting these matrices and investigate its performance via simulations.\",\"PeriodicalId\":420837,\"journal\":{\"name\":\"2014 IEEE 15th International Workshop on Signal Processing Advances in Wireless Communications (SPAWC)\",\"volume\":\"156 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2014-06-22\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"4\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2014 IEEE 15th International Workshop on Signal Processing Advances in Wireless Communications (SPAWC)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/SPAWC.2014.6941894\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2014 IEEE 15th International Workshop on Signal Processing Advances in Wireless Communications (SPAWC)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/SPAWC.2014.6941894","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Uplink-downlink duality for integer-forcing: Effective SINRs and iterative optimization
Integer-forcing is a recently proposed framework for single-user encoding and decoding for MIMO channels. The key idea is that, by using appropriate nested lattice codebooks, we can ensure that every integer linear combination of codewords is itself a codeword. This permits the decoder is to first eliminate noise from the interfering data streams at the decoder, and only afterwards solve for the data streams. Here, we examine the integer-forcing framework from a signal-to-interference-and-noise ratio perspective and focus on the challenging problem of simultaneously optimizing the beamforming and projection matrices as well as the targeted integer matrix. Using recent results on uplink-downlink duality for integer-forcing, we propose an iterative algorithm for selecting these matrices and investigate its performance via simulations.