BEGIN:VCALENDAR VERSION:2.0 PRODID:researchseminars.org CALSCALE:GREGORIAN X-WR-CALNAME:researchseminars.org BEGIN:VEVENT SUMMARY:Martin Voigt Vejling (Aalborg University) DTSTART:20230216T121500Z DTEND:20230216T130000Z DTSTAMP:20260422T155447Z UID:gbgstats/12 DESCRIPTION:Title: Applications of point process models to wireless communication systems\nby Martin Voigt Vejling (Aalborg University) as part of Gothenburg sta tistics seminar\n\nLecture held in MVL15.\n\nAbstract\nWireless communicat ions is a field in engineering that is attracting a lot of attention and o ne of the envisioned enablers of future communication systems is statistic al learning. Interestingly\, many scenarios considered in wireless communi cations is naturally modelled by point processes. This has historically be en studied with stochastic geometry models for wireless networks\, however \, some areas of applications remain underexplored.\n\nIn this talk\, I wi ll introduce the audience to what wireless communication is\, discussing t he basic concepts\, models\, and challenges. This includes discussing the typically used parametric channel model and how harmonic analysis\, estima tion theory\, and compressive sensing are central mathematical topics appl ied in practice. Then\, I will motivate the use of point process models wi thin wireless communications by giving a general modelling perspective. Fi nally\, I will discuss the primary focus of my research in radio frequency sensing powered by statistical learning for point processes.\n\nThe speak er is a PhD student shared between the Department of Electronic Systems an d the Department of Mathematical Sciences at Aalborg University. The talk is intended for researchers in spatial statistics interested in applicatio ns to topics in wireless communications.\n LOCATION:https://researchseminars.org/talk/gbgstats/12/ END:VEVENT END:VCALENDAR