Energy-Efficient State Estimation with 1-Bit Sensing: A Bussgang-Kalman Framework for Internet of Things

Fuente: arXiv

Guardado en:

Detalles Bibliográficos
Autores principales:	Jung, Chaehyun, Ha, TaeJun, Kim, Hyeonuk, Park, Jeonghun
Formato:	Preprint
Publicado:	2025
Materias:	Signal Processing
Acceso en línea:	Acceder al recurso
Etiquetas:	Agregar Etiqueta Sin Etiquetas, Sea el primero en etiquetar este registro!

Ejemplares similares

Attention-Aided MMSE for OFDM Channel Estimation: Learning Linear Filters with Attention
por: Ha, TaeJun, et al.
Publicado: (2025)

Optimality of the Bussgang Linear MMSE Channel Estimator for MIMO Systems with 1-Bit ADCs
por: Ding, Minhua, et al.
Publicado: (2024)

Reducing Latency by Eliminating CSIT Feedback: FDD Downlink MIMO Transmission for Internet-of-Things Communications
por: Han, Juntaek, et al.
Publicado: (2025)

The MIMO-ME-MS Channel: Analysis and Algorithm for Secure MIMO Integrated Sensing and Communications
por: Jung, Seongkyu, et al.
Publicado: (2025)

Asymptotic Scaling Law Analysis of Multicast Satellite Communications with Massive MIMO
por: Kim, Seyong, et al.
Publicado: (2025)

Joint and Robust Beamforming Framework for Integrated Sensing and Communication Systems
por: Choi, Jinseok, et al.
Publicado: (2024)

Fractional Programming for Kullback-Leibler Divergence in Hypothesis Testing
por: Park, Jeongwoo, et al.
Publicado: (2026)

Space-Time Adaptive Beamforming for Satellite Communications: Harnessing Doppler as New Signaling Dimensions
por: Yun, Hyeongtak, et al.
Publicado: (2026)

Neural Network Architectures for Location Estimation in the Internet of Things
por: Ullah, Ihsan, et al.
Publicado: (2020)

Movable Antennas-aided Wireless Energy Transfer for the Internet of Things
por: Rosabal, Osmel Martínez, et al.
Publicado: (2025)

Distributed Estimation in Blockchain-aided Internet of Things in the Presence of Attacks
por: Varmazyari, Hamid, et al.
Publicado: (2024)

Bit Efficient Toeplitz Covariance Estimation
por: Xu, Hongwei, et al.
Publicado: (2024)

Spectrum Sharing Between Low Earth Orbit Satellite and Terrestrial Networks: A Stochastic Geometry Perspective Analysis
por: Kim, Daeun, et al.
Publicado: (2024)

STAR-RIS Aided Integrated Sensing, Computing, and Communication for Internet of Robotic Things
por: Li, Haochen, et al.
Publicado: (2024)

A Secure and Efficient Distributed Semantic Communication System for Heterogeneous Internet of Things
por: Zeng, Weihao, et al.
Publicado: (2024)

Energy-Efficient Index and Code Index Modulations for Spread CPM Signals in Internet of Things
por: Yuan, Long, et al.
Publicado: (2025)

A Selective Secure Precoding Framework for MU-MIMO Rate-Splitting Multiple Access Networks Under Limited CSIT
por: Lee, Sangmin, et al.
Publicado: (2024)

Multi-output Classification using a Cross-talk Architecture for Compound Fault Diagnosis of Motors in Partially Labeled Condition
por: Yi, Wonjun, et al.
Publicado: (2025)

Bussgang revisited: effect of quantization on signal to distortion plus noise ratio with non-Gaussian signals
por: Burr, Alister, et al.
Publicado: (2024)

Modeling and Coverage Analysis of K-Tier Integrated Satellite-Terrestrial Downlink Networks
por: Yim, Jungbin, et al.
Publicado: (2024)

Uplink Coordinated Pilot Design for 1-bit Massive MIMO in Correlated Channel
por: Yun, Hyeongtak, et al.
Publicado: (2025)

Integrated Sensing and Communications in Downlink FDD MIMO without CSI Feedback
por: Kim, Namhyun, et al.
Publicado: (2024)

Splitting Messages in the Dark- Rate-Splitting Multiple Access for FDD Massive MIMO Without CSI Feedback
por: Kim, Namhyun, et al.
Publicado: (2024)

Internet of Harvester Nano Things: A Future Prospects
por: Maitra, Bitop, et al.
Publicado: (2023)

FDD Massive MIMO: How to Optimally Combine UL Pilot and Limited DL CSI Feedback?
por: Kim, Jungyeon, et al.
Publicado: (2024)

Improved Estimation Accuracy in OFDM-based Joint Communication and Sensing through Kalman Tracking and Interpolation
por: Muth, Charlotte, et al.
Publicado: (2024)

A 4x32Gb/s 1.8pJ/bit Collaborative Baud-Rate CDR with Background Eye-Climbing Algorithm and Low-Power Global Clock Distribution
por: Kim, Jihee, et al.
Publicado: (2024)

Distributed Cubature Kalman Filter based on MEEF with Adaptive Cauchy Kernel for State Estimation
por: Nguyen, Duc Viet, et al.
Publicado: (2025)

LLM-Empowered Resource Allocation in Wireless Communications Systems
por: Lee, Woongsup, et al.
Publicado: (2024)

Recursive KalmanNet: Deep Learning-Augmented Kalman Filtering for State Estimation with Consistent Uncertainty Quantification
por: Mortada, Hassan, et al.
Publicado: (2025)

AquaIntellect: A Semantic Self-learning Framework for Underwater Internet of Things Connectivity
por: Hazarika, Ananya, et al.
Publicado: (2024)

Goal-Oriented Integration of Sensing, Communication, Computing, and Control for Mission-Critical Internet-of-Things
por: Cao, Jie, et al.
Publicado: (2023)

Energy-Efficient Velocity Profile Optimization for Movable Antenna-Enabled Sensing Systems
por: Wang, Jiannan, et al.
Publicado: (2026)

Generative AI for Energy Harvesting Internet of Things Network: Fundamental, Applications, and Opportunities
por: Xie, Wenwen, et al.
Publicado: (2024)

Physics-Enhanced Graph Neural Networks For Soft Sensing in Industrial Internet of Things
por: Niresi, Keivan Faghih, et al.
Publicado: (2024)

Fine Time Measurement for the Internet of Things: A Practical Approach Using ESP32
por: Vales, V. Barral, et al.
Publicado: (2024)

Energy Allocation for Multi-User Cooperative Molecular Communication Systems in the Internet of Bio-Nano Things
por: Jing, Dongliang, et al.
Publicado: (2024)

Deep Learning-Enabled One-Bit DoA Estimation
por: Yeganegi, Farhang, et al.
Publicado: (2024)

Scalable and Convergent Generalized Power Iteration Precoding for Massive MIMO Systems
por: Yoo, Seunghyeong, et al.
Publicado: (2026)

InfiniteEn: A Multi-Source Energy Harvesting System with Load Monitoring Module for Batteryless Internet of Things
por: Puluckul, Priyesh Pappinisseri, et al.
Publicado: (2024)

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'

Environment & details:

GET Data empty

POST Data empty

Files empty

Key	Value
VUFIND_SESSION	"e1cc6c0e4faf395dff13b4cda72c81ec"
language	"es"
ui	"standard"

Session

Key	Value
__Laminas	array:2 [`"_REQUEST_ACCESS_TIME" => 1790983163.5638 "_VALID" => array:1 [ "Laminas\Session\Validator\Id" => "e1cc6c0e4faf395dff13b4cda72c81ec" ]`]
SessionState	Laminas\Stdlib\ArrayObject {#938}
FlashMessenger	Laminas\Stdlib\ArrayObject {#1433}
SessionHelper	Laminas\Stdlib\ArrayObject {#1759}

Server/Request Data

Key	Value
REDIRECT_VUFIND_LOCAL_DIR	"/usr/local/vufind/local"
REDIRECT_HTTPS	"on"
REDIRECT_SSL_TLS_SNI	"info.umar.mx"
REDIRECT_STATUS	"200"
VUFIND_LOCAL_DIR	"/usr/local/vufind/local"
HTTPS	"on"
SSL_TLS_SNI	"info.umar.mx"
HTTP_ACCEPT	"/"
HTTP_USER_AGENT	"Mozilla/5.0 AppleWebKit/537.36 (KHTML, like Gecko; compatible; ClaudeBot/1.0; +claudebot@anthropic.com)"
HTTP_COOKIE	"VUFIND_SESSION=e1cc6c0e4faf395dff13b4cda72c81ec; language=es; ui=standard"
HTTP_ACCEPT_ENCODING	"gzip, br, zstd, deflate"
HTTP_HOST	"info.umar.mx"
PATH	"/usr/local/sbin:/usr/local/bin:/usr/sbin:/usr/bin:/snap/bin"
SERVER_SIGNATURE	"<address>Apache/2.4.66 (Ubuntu) Server at info.umar.mx Port 443</address>\n"
SERVER_SOFTWARE	"Apache/2.4.66 (Ubuntu)"
SERVER_NAME	"info.umar.mx"
SERVER_ADDR	"200.23.222.19"
SERVER_PORT	"443"
REMOTE_ADDR	"216.73.217.142"
DOCUMENT_ROOT	"/usr/local/vufind/public"
REQUEST_SCHEME	"https"
CONTEXT_PREFIX	""
CONTEXT_DOCUMENT_ROOT	"/usr/local/vufind/public"
SERVER_ADMIN	"admin@localhost"
SCRIPT_FILENAME	"/usr/local/vufind/public/index.php"
REMOTE_PORT	"37777"
REDIRECT_URL	""" /Record/\n arxiv_https___arxiv_org_abs_2507_17284/Similar """
GATEWAY_INTERFACE	"CGI/1.1"
SERVER_PROTOCOL	"HTTP/1.1"
REQUEST_METHOD	"GET"
QUERY_STRING	""
REQUEST_URI	"/Record/%0Aarxiv_https___arxiv_org_abs_2507_17284/Similar"
SCRIPT_NAME	"/index.php"
PHP_SELF	"/index.php"
REQUEST_TIME_FLOAT	1790983163.5548
REQUEST_TIME	1790983163

Environment Variables empty

Registered Handlers

0. Whoops\Handler\PrettyPageHandler