000			02500nam a22002417a 4500
003			FT8781
005			20251111095732.0
008			251111b ||||| |||| 00| 0 eng d
041			_aengtag
050			_aT9 B35 2025
082			_a.
100	1		_aBalomaga, Laurence Kenneth A.; Reyes, Charmaine Allyson P.
245			_aProxisense: Iot smart blind stick with voice alerts for obstacle and water hazard detection
264		1	_a. _b. _cc2025
300			_bCapstone Project: (Bachelor of Science in Information Technology) - Pamantasan ng Lungsod ng Maynila, 2025
336			_2text _atext _btext
337			_2unmediated _aunmediated _bunmediated
338			_2volume _avolume _bvolume
505			_aABSTRACT: Visually impaired individuals often face challenges or difficulties when navigating unfamiliar environments or settings. These difficulties often stem from the fact that their ability to rely on visual cues is limited, making tasks such as detecting obstacles in front of them, identifying the presence of water, and knowing whether it’s safe to cross the road or not, and navigating unfamiliar routes much more difficult. To address said issues, the researchers of the study developed ProxiSense, an Arduino-powered smart blind stick capable of detecting obstacles, the presence of water and its depth, and the state of the traffic light signals along with their countdown timer, the system leverages three different sensors: a color sensor for identifying the traffic light states, an ultrasonic sensor for obstacle detection, and a water sensor for water hazard detection. Furthermore, the system incorporates three different algorithms: The Traffic Light Crossing (TLC) Algorithm, the Sliding Window Algorithm, and the A* Algorithm. The TLC algorithm is used to assist the users, alerting them whether it’s safe to cross the road or not. Meanwhile, the sliding window algorithm is utilized to forecast current weather conditions, and the a* algorithm is used to identify points of interest (POIs), providing users with directions and guiding them to their preferred location. To further increase its reliability, the smart blind stick features voice alerts, sound alarms, and vibration motors for real-time feedback and interaction. Additionally, the system is also supported by a mobile application, allowing users or caregivers to view trip history, check today’s weather condition, and set up new trips.
526			_aF
655			_aacademic writing
942			_2lcc _cMS
999			_c37058 _d37058