In the face of tremendous demographic change, the number of vehicles on the roads is expanding as well. As a result, obtaining an empty parking space has become difficult, especially in certain areas or at important times. Supporting a solution in this direction allows for the resolution of a number of social, economic, and environmental issues. An efficient parking system is required to address some of these issues because it assists vehicle drivers in finding parking spaces as soon as possible, reducing driving time, better managing fuel consumption or energy provided by vehicles or road traffic, reducing air pollution, assisting specialized parking management services in selecting appropriate parking spaces, avoiding congestion, accidents, and ensuring road safety. This paper will examine a variety of recent studies employing on-street parking as a solution. Additionally, this research analyzes and discusses the advantages and drawbacks of many parking systems and provides opportunities for future research.