In the twenty-first century, cities around the globe are under unprecedented pressure to accommodate growing populations, rising vehicle ownership, and the imperative to reduce congestion, emissions, and accidents. Traditional traffic management models—reliant on static signal timings, human monitoring, and fixed infrastructure—have reached their limits.
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