TY  - THES
N1  - Pembimbing: Nurochman, M.Kom
ID  - digilib54649
UR  - https://digilib.uin-suka.ac.id/id/eprint/54649/
A1  - Ummi Athiyah, NIM.: 08650039
Y1  - 2012/10/17/
N2  - Today, the increased volume of vehicles causing traffic congestion,
particularly in urban areas. The condition is closely with traffic management
issues at the intersection of the highway. Traffic light control systems existing
conventional today, just walking by setting predetermined by the officer so often
happens queue DLLAJ uneven across the intersection. Therefore, it needs a new
traffic light control system adaptive to cope with the condition.
Departure from these conditions, the authors propose research to create a
prototypetraffic light control systemusing the results capture the traffic conditions
in every highway interchange from CCTV cameras. Capture the results are then
processed using digital image processing method to obtain the extraction of image
capture such as the number of white pixels and black pixels. The number of white
pixels and black pixels then used as inputs of neural networks.
From the research that has been carried out found that the prototype of a
traffic light control system that uses digital image processing is supported by a
neural network as pattern recognition density, able to recognize the pattern density
with a success rate of 100% in the Matlab simulation test data, and has a success
rate of 70 % in simulated real conditions on the highway with mockups threshold
value of 120, as well as the construction of artificial neural network with two
hidden layers and one output layer activation functions such as sigmoid each
binary. Prototype of a traffic light control system provides output in the form of
PB  - UIN SUNAN KALIJAGA YOGYAKARTA
KW  - Produk Kontrol
KW  -  Lalu Lintas
KW  -  Kamera
KW  -  Pengolahan Citra Digital
KW  - 
Jaringan Syaraf Tiruan
M1  - skripsi
TI  - PROTOTIPE SISTEM PENGATUR LAMPU LALU LINTAS OTOMATIS MENGGUNAKAN KAMERA CCTV BERBASIS JARINGAN SYARAF TIRUAN
AV  - restricted
EP  - 164
ER  -