| Naslov: | Digital signal processing tools for radar-based human-computer interaction |
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| Avtorji: | ID Attygalle, Nuwan (Avtor)
ID Kljun, Matjaž (Avtor)
ID Čopič Pucihar, Klen (Avtor) |
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| Datoteke: |  RAZ_Attygalle_Nuwan_2026.pdf (41,69 MB)
MD5: E1E8E065E31863E61A47EA454EC24DC0
 https://link.springer.com/chapter/10.1007/978-3-032-04327-6_2
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| Jezik: | Angleški jezik |
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| Vrsta gradiva: | Neznano |
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| Tipologija: | 1.16 - Samostojni znanstveni sestavek ali poglavje v monografski publikaciji |
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| Organizacija: | FAMNIT - Fakulteta za matematiko, naravoslovje in informacijske tehnologije
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| Opis: | In recent years, miniature radar-on-chip sensors have been explored for HCI by both academia and industry. This is driven by the availability of affordable radar hardware and advances in signal processing and machine learning. However, comparative evaluation of radar-based gesture interaction systems is challanging and rear. One important dimension for comparison is the set of radar signal representa- tions derived from raw voltage data. These representations commonly include range- Doppler, range-azimuth-angle, range-elevation-angle, point cloud and In-phase and Quadrature (IQ) radar cube formats. However, existing studies often restrict com- parative analysis to a single signal representation type, typically focusing on gesture recognition algorithms or minor variations within Digital Signal Processing (DSP) pipelines. To promote comparative evaluation of radar signal representations, this chapter develops an open-source application designed to facilitate efficient and reli- able dataset preparation of various radar signal representations. The application sup- ports visualisation of generated signal representations and includes a command-line interface for batch processing, thereby streamlining the dataset preparation workflow. |
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| Ključne besede: | digital signal processing, radar, human-computer interaction |
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| Verzija publikacije: | Nerecenzirani rokopis |
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| Leto izida: | 2026 |
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| Št. strani: | Str. 31-46 |
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| PID: | 20.500.12556/RUP-23049  |
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| UDK: | 004.5 |
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| ISSN pri članku: | 1571-5035 |
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| DOI: | 10.1007/978-3-032-04327-6_2 |
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| COBISS.SI-ID: | 277040899 |
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| Datum objave v RUP: | 18.05.2026 |
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| Število ogledov: | 43 |
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| Število prenosov: | 2 |
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| Metapodatki: |    |
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