Development of a Hierarchical Driver Aid for Parallel Parking Using Fuzzy Biomimetic Approach
نویسندگان
چکیده
The objective of this article is to present the design method of a hierarchical driver aid which is designed to guide the driver of a vehicle to perform parallel parking maneuver. The development philosophy of the system is based on biomimetic model where the designer of the model does not need to be aware of either vehicle dynamics or kinematics. The developed system is based on fuzzy logic and makes its decision based on visual information coming through two low-resolution cameras placed at strategic locations of the vehicle. System evaluates critical parameters and gives real-time, on-the-fly advice to driver, based on position of the vehicle and the intended parking space. The approach is very similar to an expert observing the driver and giving interactive advice about what to do to achieve acceptable parking. The article explains design philosophy, development method used for extracting fuzzy rules, implementation and test results of the developed system.
منابع مشابه
Autonomous Parallel Parking of a Car Based on Parking Space Detection and Fuzzy Controller
This paper develops an automatic parking algorithm based on a fuzzy logic controller with the vehicle pose for the input and the steering angle for the output. In this way some feasible reference trajectory path have been introduced according to geometric and kinematic constraints and nonholonomic constraints to simulate motion path of car. Also a novel method is used for parking space detec...
متن کاملA Study on Effective Factors on New Product Development with an Emphasis on Fuzzy Hierarchical Analysis Approach
Nowadays the new product and its importance are consideredas an essential strategy for staying in business. Though the hi-techindustry has focused on value innovation and improving the qualityof the new product development (NPD) process to drive new productperformance, new product success has not changed dramaticallyover the years. This study presents a novel approach based on structuralequatio...
متن کاملCloud and IoT based Smart Car Parking System by using Mamdani Fuzzy Inference System (MFIS)
Internet of Things (IoT) and cloud computing technologies have connected the infrastructure of the city to make the context-aware and more intelligent city for utility its major resources. These technologies have much potential to solve thechallenges of urban areas around the globe to facilitate the citizens. A framework model that enables the integration of sensor’s data and analysis of ...
متن کاملمکانیابی پارکینگهای مکانیزه با رویکرد توسعه پایدار (مورد مطالعه: شهر قم)
Population growth and urbanization, increase in number of private vehicles, low-width’s streets and lack of marginal parking spaces, especially in central parts of cities, have brought numerous problems for big and populated cities. Locating mechanized parking lots, which with occupying less area have a high parking capacity, is of the necessities of urban and traffic planning in large cities. ...
متن کاملAssessment of the Risk of Individual and Occupational Factors Affecting the Causes of Occupational Accidents in the Construction Industry Using the Fuzzy Hierarchical Analysis Approach: A Case Study in Kurdistan Province, Iran
Background and Aim: Based on the Iranian Social Security Organization statistics, in 2012 the accidents occurring in the construction industry accounted for 26% of all the occupational accidents in the country. Therefore, this study was conducted to identify the individual and occupational risk factors affecting the causes of occupational accidents in this industry using the fuzzy hierarchical ...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
عنوان ژورنال:
- CIT
دوره 18 شماره
صفحات -
تاریخ انتشار 2010