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Bibliographic Details
Main Authors:	Kim, Minsu, Saad, Walid, Wang, Kui, Li, Zongdian, Yu, Tao, Sakaguchi, Kei
Format:	Preprint
Published:	2026
Subjects:	Systems and Control
Online Access:	https://arxiv.org/abs/2604.18965
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Smart Mobility Digital Twin Based Automated Vehicle Navigation System: A Proof of Concept
by: Wang, Kui, et al.
Published: (2024)

Smart Mobility Digital Twin for Automated Driving: Design and Proof-of-Concept
by: Wang, Kui, et al.
Published: (2023)

Multi-Agent Reinforcement Learning-based Cooperative Autonomous Driving in Smart Intersections
by: Yu, Taoyuan, et al.
Published: (2025)

Augmented Intelligence in Smart Intersections: Local Digital Twins-Assisted Hybrid Autonomous Driving
by: Wang, Kui, et al.
Published: (2024)

Roadside Units Assisted Localized Automated Vehicle Maneuvering: An Offline Reinforcement Learning Approach
by: Wang, Kui, et al.
Published: (2024)

Digital Twin-Enabled Blockage-Aware Dynamic mmWave Multi-Hop V2X Communication
by: Roongpraiwan, Supat, et al.
Published: (2025)

Digital Twins for Autonomous Driving: A Comprehensive Implementation and Demonstration
by: Wang, Kui, et al.
Published: (2023)

Design and Analysis of Resilient Vehicular Platoon Systems over Wireless Networks
by: Shui, Tingyu, et al.
Published: (2024)

Efficient Domain Generalization in Wireless Networks with Scarce Multi-Modal Data
by: Kim, Minsu, et al.
Published: (2025)

Internet of Federated Digital Twins (IoFDT): Connecting Twins Beyond Borders for Society 5.0
by: Yu, Tao, et al.
Published: (2023)

Digital Twin-Empowered Cooperative Autonomous Car-sharing Services: Proof-of-Concept
by: Nonomura, Kazuma, et al.
Published: (2025)

Digital Twin-Empowered Routing Management for Reliable Multi-Hop Millimeter Wave V2X
by: Roongpraiwan, Supat, et al.
Published: (2024)

Adaptive Decentralized Federated Learning in Energy and Latency Constrained Wireless Networks
by: Yan, Zhigang, et al.
Published: (2024)

Green Wireless Network Scaling for Joint Deployment: Multi-BSs or Multi-RISs?
by: Yu, Tao, et al.
Published: (2025)

Fast Geometric Learning of MIMO Signal Detection over Grassmannian Manifolds
by: Shelim, Rashed, et al.
Published: (2024)

On the Latency, Rate and Reliability Tradeoff in Wireless Networked Control Systems for IIoT
by: Liu, Wanchun, et al.
Published: (2020)

Wireless Low-Latency Synchronization for Body-Worn Multi-Node Systems in Sports
by: Krull, Nico, et al.
Published: (2025)

Minimizing Maximum Latency of Task Offloading for Multi-UAV-assisted Maritime Search and Rescue
by: Qi, Shuang, et al.
Published: (2025)

SCoTT: Strategic Chain-of-Thought Tasking for Wireless-Aware Robot Navigation in Digital Twins
by: Djuhera, Aladin, et al.
Published: (2024)

Distributed Uplink Power Control in an Ultra-Dense Millimeter Wave Network: A Mean-field Game Approach
by: Abuzainab, Nof, et al.
Published: (2019)

Minimizing Worst-Case Weighted Latency for Multi-Robot Persistent Monitoring: Theory and RL-Based Solutions
by: Wang, Weizhen, et al.
Published: (2026)

Latency and Energy Minimization in NOMA-Assisted MEC Network: A Federated Deep Reinforcement Learning Approach
by: Ahmadi, Arian, et al.
Published: (2024)

From Ground to Sky: Architectures, Applications, and Challenges Shaping Low-Altitude Wireless Networks
by: Yuan, Weijie, et al.
Published: (2025)

CLONE: Customizing LLMs for Efficient Latency-Aware Inference at the Edge
by: Tian, Chunlin, et al.
Published: (2025)

Fairness-Aware Multi-Server Federated Learning Task Delegation over Wireless Networks
by: Gao, Yulan, et al.
Published: (2024)

Distributionally Robust Tolls for Traffic Networks with Affine Latency Functions
by: Chiu, Chih-Yuan, et al.
Published: (2026)

Minimizing End-to-End Latency for Joint Source-Channel Coding Systems
by: Chi, Kaiyi, et al.
Published: (2024)

Agentic DDQN-Based Scheduling for Licensed and Unlicensed Band Allocation in Sidelink Networks
by: Chou, Po-Heng, et al.
Published: (2025)

EVT-Based Generative AI for Tail-Aware Channel Estimation
by: Valiahdi, Parmida, et al.
Published: (2026)

Multi-Task Lifelong Reinforcement Learning for Wireless Sensor Networks
by: Firouzjaei, Hossein Mohammadi, et al.
Published: (2025)

State-of-Health Prediction for EV Lithium-Ion Batteries via DLinear and Robust Explainable Feature Selection
by: Kim, Minsu, et al.
Published: (2025)

Wireless Interconnection Network (WINE) for Post-Exascale High-Performance Computing
by: Kim, Hong Ki, et al.
Published: (2024)

Backpressure-based Mean-field Type Game for Scheduling in Multi-Hop Wireless Sensor Networks
by: Choutri, Salah Eddine, et al.
Published: (2025)

Toward Trustworthy Digital Twins in Agentic AI-based Wireless Network Optimization: Challenges, Solutions, and Opportunities
by: Tao, Zhenyu, et al.
Published: (2025)

Safe Control of Multi-Agent Systems with Minimal Communication
by: Yang, Mo, et al.
Published: (2025)

Digital Twin for Ultra-Reliable & Low-Latency 6G Wireless Communications in Dense Urban City
by: Ibrahim, Abdikarim Mohamed, et al.
Published: (2026)

A Survey of Freshness-Aware Wireless Networking with Reinforcement Learning
by: Alibotaiken, Alimu, et al.
Published: (2025)

Gait Transitions in Load-Pulling Quadrupeds: Insights from Sled Dogs and a Minimal SLIP Model
by: Ding, Jiayu, et al.
Published: (2025)

Optimizing Logical Execution Time Model for Both Determinism and Low Latency
by: Wang, Sen, et al.
Published: (2023)

if (filemtime($filename) + $maxlifetime < time()) { unlink($filename); $count++; } } return $count; } /** * A function that is called internally when session data is to be saved. * * @param string $sessId The current session ID * @param string $data The session data to write * * @return bool */ protected function saveSession($sessId, $data): bool { $sessFile = $this->path . '/sess_' . $sessId; if ($handle = fopen($sessFile, 'w')) { $return = false; // Lock the file for exclusive access to avoid issues with multiple // processes writing session simultaneously: if (flock($handle, LOCK_EX)) { $return = fwrite($handle, $data); // Make sure that there's no trailing data by truncating the file to // the correct length: ftruncate($handle, strlen($data)); fflush($handle); flock($handle, LOCK_UN); } fclose($handle); if ($return !== false) { return true; } } // If we got this far, something went wrong with the file output... // It is tempting to throw an exception here, but this code is called // outside of the context of exception handling, so all we can do is // echo a message.

// Anecdotal testing Today and Yesterday seems to indicate destroy() // is called by the garbage collector and everything is good. // Something to keep in mind though. return 0; } /** * Write function that is called when session data is to be saved. * * @param string $sessId The current session ID * @param string $data The session data to write * * @return bool */ public function write($sessId, $data): bool { if ($this->writesDisabled) { return true; } return $this->saveSession($sessId, $data); } /** * A function that is called internally when session data is to be saved. * * @param string $sessId The current session ID * @param string $data The session data to write * * @return bool */ abstract protected function saveSession($sessId, $data): bool; }

* * @return void */ public function writeClose() { // The assumption is that we're using PHP's ext/session. // session_write_close() will actually overwrite $_SESSION with an // empty array on completion -- which leads to a mismatch between what // is in the storage object and $_SESSION. To get around this, we // temporarily reset $_SESSION to an array, and then re-link it to // the storage object. // // Additionally, while you _can_ write to $_SESSION following a // session_write_close() operation, no changes made to it will be // flushed to the session handler. As such, we now mark the storage // object isImmutable. $storage = $this->getStorage(); if (! $storage->isImmutable()) { $_SESSION = $storage->toArray(true); session_write_close(); $storage->fromArray($_SESSION); $storage->markImmutable(); } } /** * Attempt to set the session name * * If the session has already been started, or if the name provided fails * validation, an exception will be raised. * * @param string $name * @return SessionManager * @throws Exception\InvalidArgumentException */ public function setName($name) { if ($this->sessionExists()) { throw new Exception\InvalidArgumentException( 'Cannot set session name after a session has already started'

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