Smart Transportation System Methods in Disadvantaged Communities    Barth, Matthew J; Boriboonsomsin, Kanok; Wu, Guoyuan; Hao, Peng (December 2024, Springer Character Switzerland) Numerous towns internationally want to use technological innovation and innovation to improve the In general efficiency and security for their citizens. At the heart of these wise-metropolis options, many different intelligent transportation process technologies can be utilized to improve safety, increase mobility steps (e.g., website traffic move), and lower environmental impacts of a metropolis’s mobility ecosystem. Early implementations of these ITS systems normally take place in affluent metropolitan areas, the place there are many funding opportunities and suited places for deployment. Even so, it's critical that we also acquire intelligent town solutions which might be centered on improving ailments of disadvantaged and environmental justice communities, whose citizens have endured quite possibly the most from unmitigated urban sprawl and its environmental and wellness impacts. As a leading illustration, Inland Southern California has grown to generally be certainly one of the biggest hubs of products motion on the globe.

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Dynamic Spatial Rate Equilibrium, Nonlinear Freight Pricing, and Option Mathematical Formulations    Friesz, Terry L; Lin, C C (March 2025, Networks and Spatial Economics) This paper is meant being a information for scientists keen on dynamic modeling of commodity flows with the viewpoint of spatial price tag equilibrium. Specifically, we existing a style of dynamic spatial value equilibrium (DSPE) in steady time to be a foundation for modeling freight flows within a network financial system. We consider the circumstance of the recognized matrix of journey periods in between all pairs of marketplaces (origindestination pairs) in just a network for which paths (routes) are articulated. We also take into account the unit price of transportation to be the sum of the value for freight products and services in addition to a surcharge for backorders. Costs for freight solutions abide by a nonlinear operator discussed herein.

By leveraging an MDP framework, MCSMARA types reader point out transitions and employs a utility-based arbitration system to dynamically allocate frequencies and time slots. The protocol incorporates adaptive backoff and decentralized community discovery for economical useful resource management devoid of centralized control. Simulation benefits exhibit that MCSMARA reduces collisions by nearly 30%, enhances throughput by twenty five%, and makes certain outstanding scalability, supporting a great deal of viewers with small computational overhead. These results create MCSMARA like a transformative Option for RFID networks in logistics, retail, and industrial IoT, with possible for extension to cellular and heterogeneous environments. 

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