{"title":"从两个平行量化观测结果中对信号进行去量化","authors":"Vojtěch Kovanda, Pavel Rajmic","doi":"arxiv-2409.08071","DOIUrl":null,"url":null,"abstract":"We propose a technique of signal acquisition using a combination of two\ndevices with different sampling rates and quantization accuracies. Subsequent\nprocessing involving sparsity regularization enables us to reconstruct the\nsignal at such a sampling frequency and with such a bit depth that was not\npossible using the two devices independently. Objective and subjective tests\nshow the superiority of the proposed method in comparison with alternatives.","PeriodicalId":501034,"journal":{"name":"arXiv - EE - Signal Processing","volume":null,"pages":null},"PeriodicalIF":0.0000,"publicationDate":"2024-09-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Dequantization of a signal from two parallel quantized observations\",\"authors\":\"Vojtěch Kovanda, Pavel Rajmic\",\"doi\":\"arxiv-2409.08071\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"We propose a technique of signal acquisition using a combination of two\\ndevices with different sampling rates and quantization accuracies. Subsequent\\nprocessing involving sparsity regularization enables us to reconstruct the\\nsignal at such a sampling frequency and with such a bit depth that was not\\npossible using the two devices independently. Objective and subjective tests\\nshow the superiority of the proposed method in comparison with alternatives.\",\"PeriodicalId\":501034,\"journal\":{\"name\":\"arXiv - EE - Signal Processing\",\"volume\":null,\"pages\":null},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2024-09-12\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"arXiv - EE - Signal Processing\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/arxiv-2409.08071\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"arXiv - EE - Signal Processing","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/arxiv-2409.08071","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Dequantization of a signal from two parallel quantized observations
We propose a technique of signal acquisition using a combination of two
devices with different sampling rates and quantization accuracies. Subsequent
processing involving sparsity regularization enables us to reconstruct the
signal at such a sampling frequency and with such a bit depth that was not
possible using the two devices independently. Objective and subjective tests
show the superiority of the proposed method in comparison with alternatives.