Logo
  • Cases & Projects
  • Developers
  • Contact
Sign InSign Up

Here you can add a description about your company or product

© Copyright 2025 Makerkit. All Rights Reserved.

Product
  • Cases & Projects
  • Developers
About
  • Contact
Legal
  • Terms of Service
  • Privacy Policy
  • Cookie Policy
Advanced Bluetooth and AI/ML-Powered Automated Parking Management System
  1. case
  2. Advanced Bluetooth and AI/ML-Powered Automated Parking Management System

Advanced Bluetooth and AI/ML-Powered Automated Parking Management System

leobit.com
Automotive
Logistics
Transport

Parking Management Challenges with Vehicle Detection and Automation

The client aims to develop a next-generation parking management platform that enables automatic recognition of vehicles and seamless communication between smartphones and parking gates. Key challenges include ensuring accurate vehicle positioning, automating gate operations, and integrating payment systems, all within underground parking environments where GPS is ineffective. Previous vendors have been unable to implement precise vehicle detection using Bluetooth technology alone, necessitating an innovative approach leveraging advanced hardware and AI/ML algorithms.

About the Client

A mid-sized startup specializing in innovative parking management hardware and software solutions seeking to automate vehicle access and payment processes.

Goals for a Next-Generation Automated Parking System

  • Design and develop a Bluetooth-based mobile application that automates vehicle entry and exit with minimal driver interaction.
  • Create custom BLE beacon configurations and integrate proprietary Bluetooth adapters into parking gate hardware to facilitate precise vehicle detection.
  • Develop and implement AI/ML algorithms to accurately locate and track vehicles in real-time, even while moving, within underground parking environments.
  • Ensure secure and seamless integration with multiple parking management and payment systems for automated fee calculation and charging.
  • Build a cross-platform mobile app compatible with iOS and Android to accommodate diverse user devices.
  • Implement features for vehicle and parking lot search, as well as user interactions with parking staff, including valet services.

Core Functional Features of the Automated Parking Solution

  • Bluetooth Low Energy (BLE) based vehicle detection and recognition system using custom beacon configurations and proprietary hardware adapters.
  • AI/ML algorithms for real-time vehicle positioning and movement tracking within underground parking structures.
  • Automated communication with parking gates via Node.js drivers to open/close gates based on vehicle proximity and detection.
  • Seamless integration with multiple external payment gateways for automatic charging based on parking duration.
  • Parking lot and space search functionality integrated with mapping services for driver convenience.
  • Features enabling interaction with parking staff, including valet request and vehicle status updates.

Preferred Technologies and Architectural Approaches

Node.js for BLE interaction drivers
Custom AI/ML models for vehicle detection and positioning
Cross-platform mobile development frameworks such as Xamarin
Bluetooth Low Energy (BLE) for hardware communication
.NET framework for backend services

Essential External System Integrations

  • Parking gate control hardware systems
  • Mobile map and location services
  • Payment gateways for automated fee processing
  • Parking lot management databases

Key Non-Functional System Requirements

  • High accuracy vehicle detection with below 10cm positional error for precise gate operation
  • Reliability with 99.9% system uptime to ensure continuous availability
  • Security protocols for payment and vehicle identification data
  • Scalability to support up to 100,000 transactions per day
  • Fast response times: vehicle recognition and gate opening within 2 seconds

Projected Business and Operational Benefits

Successful implementation of this system is expected to substantially automate parking operations, reducing manual interventions and streamlining vehicle access and payment processes. It aims to improve user convenience through automated gate interactions and parking searches, thereby enhancing customer satisfaction. The project targets achieving scalability to support large parking facilities, contributing to increased revenue streams, reduced operational costs, and positioning the client as an innovative leader in smart parking solutions capable of attracting significant investment and strategic partnerships.

More from this Company

Revamp of a Cross-Platform Dating Application to Enhance User Engagement and Offline Interaction Features
Comprehensive Inventory Management System for Retail Hardware Store
Automated Media Transfer and Processing System for Broadcast Content Delivery
Development of a Scalable Environmental Impact and Recommerce Data Reporting Portal
System Optimization and Continuous Development for Large ECommerce Platform