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Zasnova in izvedba radarja za pametni prometni semafor : magistrsko delo
ID Nimac, Peter (Author), ID Batagelj, Boštjan (Mentor) More about this mentor... This link opens in a new window

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Abstract
V zaključni nalogi predstavljamo predlog zasnove pametnega prometnega semaforja z radarjem. Pri zasnovi smo se osredotočili na primer semaforja ob cestnem prehodu za pešce, kjer je semafor neprekinjeno odprt za cestni promet. Če želi pešec uporabiti prehod, radar zazna prisotnost pešca in brezkontaktno sproži signalizacijo za zaprtje cestnega prometa in odprtje prehoda za pešce. Za zaznavanje pešcev uporabljamo tako imenovan radar žvižgač, ki v primerjavi z ostalimi podobnimi radarji zmore zelo natančno določiti položaj, hitrost, pospešek in smer opazovanega predmeta. To radar doseže s ponavljajočim se oddajanjem signala, ki se imenuje žvižg. Zmogljivosti uporabljenega radarja smo določili z več različnimi poskusi in v ta namen izdelali več radarskih trirobnikov. Na osnovi rezultatov poskusov smo določili obratovalne parametre radarja za sledenje pešcev. Za sledenje slednjih uporabljamo algoritem GTRACK, ki smo ga prilagodili za izvajanje na zunanjem računalniku oz. procesorju, da smo tako razbremenili procesorsko jedro, vgrajeno v uporabljenem radarju. Za proženje semaforja smo zasnovali algoritem, ki nadomesti gumb, nameščen na semaforju. Namen tega algoritma je pravilno prepoznavanje pešcev, ki želijo uporabiti prehod, ne pa tudi ostalih predmetov in pešcev, ki ne nameravajo prečkati prehoda, pač pa ga le prehajajo po pločniku.

Language:Slovenian
Keywords:radar, radar žvižgač, žvižg, kotni trirobnik, FEKO, pametni prometni semafor, pametna mesta, pametna mobilnost, brezkontaktno proženje, mmWave, xWR6843, IWR6843AOP, sledenje objektov, algoritem GTRACK
Work type:Master's thesis/paper
Typology:2.09 - Master's Thesis
Organization:FE - Faculty of Electrical Engineering
Place of publishing:Ljubljana
Publisher:[P. Nimac]
Year:2021
Number of pages:XXVI, 83 str.
PID:20.500.12556/RUL-129935 This link opens in a new window
UDC:621.39:004(043.2)
COBISS.SI-ID:75814403 This link opens in a new window
Note:
Prešernova nagrada, FE UL, 2022
Publication date in RUL:09.09.2021
Views:2300
Downloads:152
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Secondary language

Language:English
Title:Design and implementation of smart traffic light radar : magistrski študijski program druge stopnje Elektrotehnika
Abstract:
This thesis addresses a proposition for a smart traffic light design with the use of radar. We focused on a pedestrian traffic light, placed near continuous traffic, which presently only allows street crossing if pedestrians express this intention by pressing a nearby button. Our design proposes contactless recognition of such intent and following change in traffic signals, thus allowing street crossing for pedestrians. For pedestrian recognition, we are using an FMCW radar, which, in comparison to other similar radar solutions, precisely determines the position, speed, acceleration and direction of the observed target. FMCW radar achieves this precision with the constant periodic transmission of a signal called chirp. We used various methods to test radars' capabilities and made several square corner radar trihedrals for this purpose. From the test results, we determined the radar's operating parameters for tracking pedestrians. For tracking pedestrians, we use the GTRACK algorithm, modified to run on an external computer or processor to reduce the load on the CPU, which is integrated inside the radar. For traffic light activation, we designed an algorithm that replaces the button usually placed next to the traffic light. The primary purpose of this algorithm is to correctly identify pedestrians who intend to cross the street. The algorithm has to ignore other objects or pedestrians who do not intend to cross the street and are merely passing the street crossing.

Keywords:radar, FMCW radar, chirp, corner trihedral, FEKO, smart traffic light, smart cities, smart mobility, contactless activation, mmWave, xWR6843, IWR6843AOP, object tracking, GTRACK algorithm

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