In recent years, numerous areas have incorporated roadside parking spaces into the ambit of smart parking service providers. Drivers are required to pay a fee for utilizing these spaces, typically at a rate lower than that of indoor parking lots. Nonetheless, the absence of traditional entrance and exit gates in roadside parking areas often leads to instances where drivers simply drive off without paying, resulting in widespread toll evasion. To tackle this challenge, various locations are now actively pursuing the collection of outstanding smart parking fees.