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Title:Current state and future research directions of radar-based human-computer interaction
Authors:ID Čopič Pucihar, Klen (Author)
ID Salami, Dariush (Author)
ID Attygalle, Nuwan (Author)
Files:.pdf RAZ_Copic_Pucihar_Klen_2026.pdf (4,86 MB)
MD5: 198120F73EEE3624D265F25CC4876156
 
URL https://link.springer.com/chapter/10.1007/978-3-032-04327-6_11
 
Language:English
Work type:Unknown
Typology:1.16 - Independent Scientific Component Part or a Chapter in a Monograph
Organization:FAMNIT - Faculty of Mathematics, Science and Information Technologies
Abstract:This chapter provides an overview of the current state of radar-based Human-Computer Interaction (HCI) and outlines future research directions. While earlier chapters in this book have explored specialised domains, such as through-material sensing, ambient intelligence, surface context awareness, hand air-writing, and on-object gesture detection, this chapter expands this perspective by examining fifty carefully selected publications that address a broad range of design and technical considerations in radar-based HCI. We review key design choices, including gesture set definitions, sensor placements, radar types, frequency ranges, signal representations, and classification algorithms. Building on this foundation, the chapter then presents a forward-looking discussion of research opportunities. Particular emphasis is placed on the need for miniaturised, energy-efficient, and adaptive radar systems capable of functioning reliably in diverse, real-world settings. Additionally, the chapter stresses the importance of developing open, standardised datasets to support reproducibility, improve generalizability, and promote inclusive design.
Keywords:radar-based human-computer interaction, future directions, current state
Publication version:Submitted Version
Year of publishing:2026
Number of pages:Str. 235-267
PID:20.500.12556/RUP-23053 This link opens in a new window
UDC:004.5
ISSN on article:1571-5035
DOI:10.1007/978-3-032-04327-6_11 This link opens in a new window
COBISS.SI-ID:278593027 This link opens in a new window
Publication date in RUP:19.05.2026
Views:44
Downloads:2
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Record is a part of a proceedings

Title:Radar-based human-computer interaction
COBISS.SI-ID:277017603 This link opens in a new window

Record is a part of a journal

Title:Human-computer interaction series
Publisher:Kluwer Academic Publishers
ISSN:1571-5035
COBISS.SI-ID:1537036483 This link opens in a new window

Document is financed by a project

Funder:EC - European Commission
Project number:101071147
Name:Context-aware adaptive visualizations for critical decision making
Acronym:SYMBIOTIK

Funder:ARIS - Slovenian Research and Innovation Agency
Project number:N2-0354-2024
Name:Določanje uporabniške izkušnje z računalniškim psihološkim modeliranjem

Funder:ARIS - Slovenian Research and Innovation Agency
Project number:BI-NO/25-27-007-2025
Name:Uporabniški modeli za razložljive priporočilne sisteme

Funder:ARIS - Slovenian Research and Innovation Agency
Project number:P5-0433-2022
Name:DIGITALNO PRESTRUKTURIRANJE DEFICITARNIH POKLICEV ZA DRUŽBO 5.0 (INDUSTRIJO 4.0)

Funder:ARIS - Slovenian Research and Innovation Agency
Project number:I0-0035-2022
Name:Infrastrukturna skupina Univerze na Primorskem

Funder:ARIS - Slovenian Research and Innovation Agency
Project number:J5-50155-2023
Name:DOPOLNJENA RESNIČNOST ZA DOSEGANJE BOLJŠEGA RAZUMEVANJA TROJNE NARAVE KEMIJSKIH POJMOV

Funder:ARIS - Slovenian Research and Innovation Agency
Project number:J7-50096-2023
Name:Izboljšanje sistema B-WIM na osnovi masovnih podatkov in umetne inteligence

Funder:Other - Other funder or multiple funders
Project number:0013103
Name:Kognitivno računalništvo
Acronym:CogniCom

Secondary language

Language:Slovenian
Abstract:To poglavje podaja pregled trenutnega stanja na področju radarsko podprte interakcije med človekom in računalnikom ter oriše prihodnje raziskovalne usmeritve. Medtem ko so se prejšnja poglavja v tej knjigi osredotočala na specializirana področja, kot so zaznavanje skozi materiale, ambientna inteligenca, zaznavanje konteksta površin, pisanje z roko v zraku in zaznavanje gest na objektih, to poglavje razširi pogled s pregledom petdesetih skrbno izbranih publikacij, ki obravnavajo širok spekter oblikovalskih in tehničnih vidikov radarsko podprte interakcije. Pregledali smo ključne oblikovalske odločitve, vključno z definicijami naborov gest, postavitvami senzorjev, tipi radarjev, frekvenčnimi območji, predstavitvami signalov in klasifikacijskimi algoritmi. Poglavje nato predstavi razpravo o prihodnjih raziskovalnih priložnostih. Poseben poudarek je namenjen potrebi po miniaturiziranih, energijsko učinkovitih in prilagodljivih radarskih sistemih, ki lahko zanesljivo delujejo v raznolikih realinh okoljih. Poleg tega poglavje izpostavlja pomen razvoja odprtih in standardiziranih podatkovnih zbirk za spodbujanje ponovljivosti, izboljšanje posplošljivosti in podporo vključujočemu načrtovanju.
Keywords:radarsko podprta interakcija človek-računalnik, prihodnje smernice, sedanje stanje


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