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Sadarwar Kamara ta Optical ta Tushen Taron: Demodulation mai Ƙarfi don Muhallin Waje na Nisa

Binciken sabon tsarin OCC ta amfani da na'urori masu gani na tushen taro, yana cimma rikodin BER < 10^-3 a 200m/60kbps da 400m/30kbps a gwaje-gwajen waje.
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1. Gabatarwa & Bayyani

Wannan aikin ya gabatar da ci gaba mai mahimmanci a cikin Sadarwar Kamara ta Optical (OCC) ta hanyar amfani da Na'urori masu Gani na Tushen Taro (EVS) don ingantaccen watsa bayanai mai nisa a waje. Babban ƙirƙira yana cikin tsarin demodulation wanda ya haɗu da Maɓalli na Kunna-Kashe (OOK) tare da demodulation mai jujjuyawa da Madauki Mai Kulle na Lokaci na Lamba (DPLL), wanda aka tsara musamman don shawo kan iyakokin tsofaffin kamarori na tushen firam. Tsarin ya cimma rikodin ƙimar Kuskuren Bit (BER) na ƙasa da $10^{-3}$ a nisan mita 200 (60 kbps) da mita 400 (30 kbps), yana kafa sabon ma'auni don aikin OCC na waje kamar yadda aka kwatanta a cikin kwatancen ma'auni (Fig. 1b).

2. Tsarin Tsarin & Hanyoyin Aiki

Tsarin tsarin da aka tsara ya rabu da tsohuwar OCC ta hanyar maye gurbin kamarar tushen firam da mai karɓar EVS na asynchronous kuma yana amfani da ƙaramin microcontroller mai arha (misali, Arduino, M5Stack) a matsayin direban watsa LED.

2.1 Mai Karɓar Na'urar Gani ta Tushen Taro (EVS)

Ba kamar tsofaffin kamarori da ke ɗaukar cikakkun firam a ƙayyadaddun tazara ba, EVS tana aiki a matsayin asynchronous. Kowane pixel yana gano canje-canje a cikin haske na log-intensity da kansa. Lokacin da canjin ya wuce ƙayyadadden bakin kofa, pixel yana haifar da "taron" — fakitin bayanai mara yawa wanda ya ƙunshi daidaitawar pixel, alamar lokaci, da polarity (ƙaruwa ko raguwa a cikin haske). Wannan tsarin, wanda aka yi wahayi daga retinas na halitta, yana rage yawan bayanai da jinkiri sosai, yana ba da damar gano siginar haske mai daidaitawa mai ƙima mai girma ba tare da an ɗaure shi da ƙayyadadden ƙimar firam ba.

2.2 Tsarin Demodulation da aka Tsara

Tsarin modulation shine OOK, amma an inganta demodulation tare da hanyar "jujjuyawa". Mahimmin abu shine haɓaka sigogin pixel na ciki na EVS—musamman bandwidth na masu tacewa na lokaci masu daidaitawa—don dacewa da mitar bugun hasken da aka watsa. Wannan daidaitawa yana haɓaka hankalin na'urar ga siginar da aka yi niyya yayin tace amo, wani mataki mai mahimmanci don yanayin waje.

2.3 Madauki Mai Kulle na Lokaci na Lamba (DPLL)

An gabatar da DPLL na gefen mai karɓa don yaƙar manyan matsaloli guda biyu: (1) kurakuran fashe daga gazawar gano bugun jini saboda amo ko rufewa, da (2) jitter na lokaci da aka gabatar ta hanyar ƙaramin na'urar watsa mai arha. DPLL yana daidaita agogon mai karɓa tare da lokacin siginar da ke shigowa, yana ba shi damar yin hasashen lokacin bit na gaba ko da wasu abubuwan da suka ɓace, ta haka yana dawo da rafin bayanai da ƙarfi.

3. Cikakkun Bayanai na Fasaha & Tsarin Lissafi

Babban sarrafa siginar ya ƙunshi ƙirar amsawar EVS da aikin DPLL. Ana iya ƙirar fitarwar pixel na EVS azaman aikin abin da aka samo asali na lokaci na shigarwar log-intensity $L(t)$:

$E(t) = \begin{cases} +1 & \text{idan } \frac{d}{dt}(\log(L(t))) > C_{+} \\ -1 & \text{idan } \frac{d}{dt}(\log(L(t))) < -C_{-} \\ 0 & \text{in ba haka ba} \end{cases}$

inda $C_{+}$ da $C_{-}$ suke bakin kofa na bambanci. DPLL yana aiki ta hanyar kwatanta lokaci na Oscillator Mai Sarrafa Ƙarfin Lantarki (VCO) na gida tare da lokacin abubuwan da ke shigowa. Ana ciyar da kuskuren lokaci $\phi_e$ cikin tacewa na madauki (misali, mai sarrafa ma'auni) don daidaita mitar VCO:

$\omega_{out}(n) = \omega_0 + K_p \phi_e(n) + K_i \sum_{i=0}^{n} \phi_e(i)$

inda $\omega_0$ shine mitar tsakiya, kuma $K_p$, $K_i$ su ne ƙayyadaddun riba.

4. Sakamakon Gwaji & Aiki

Rikodin Nisa

400 m

@ 30 kbps (BER < $10^{-3}$)

Rikodin Ƙimar a 200m

60 kbps

BER < $10^{-3}$

Ma'auni Mai Muhimmanci

BER < $10^{-3}$

Bakin kofa na amincin aiki

Gwaje-gwajen waje sun nuna ƙarfin tsarin. Jadawalin ma'auni (Fig. 1b a cikin PDF) a sarari ya sanya wannan aikin a gaban binciken da ya gabata kamar Wang 2022 da Shen 2018 a cikin ma'auni na haɗin nisa da ƙimar bit don yanayin waje. Amfani da DPLL yana da mahimmanci wajen kiyaye BER a ƙasa da bakin kofa na $10^{-3}$ duk da jitter daga mai watsa mai arha, yana tabbatar da ingancin dabarun ramawa na tushen software.

5. Tsarin Bincike & Nazarin Lamari

Tsarin don Kimanta Tsarin OCC: Don tantance irin wannan shawarwari da gaske, muna amfani da tsarin multi-axis: Ƙarfin Tashar (waje/ciki, amo), Farashin Kayan Aiki & Rikitarwa (mai watsa/mai karɓa), Ƙimar Bayanai & Kewayon, da Jinkirin Tsarin & Ƙarfi.

Aikace-aikacen Nazarin Lamari: Umarni da Sarrafa Jirgin Maras Matuki a Wuraren da RF ba ta da ƙarfi. Ka yi tunanin yanayin da jirgin mara matuki dole ne ya yi aiki a yankin da ke da ƙuntatawa mai ƙarfi na RF (misali, kusa da kayan aiki masu mahimmanci). Tsarin LED na tushen ƙasa yana watsa sabuntun kewayawa ko sigogin aiki ta amfani da ƙa'idar OOK/EVS/DPLL da aka tsara.

  • Mataki 1 (Watsawa): Ƙaramin microcontroller yana daidaita tsarin LED tare da bayanan.
  • Mataki 2 (Karɓa): Kamarar EVS da ke kan jirgin mara matuki, wanda aka daidaita zuwa mitar bugun jini, tana ɗaukar abubuwan da ba su da lokaci daga fitilar LED.
  • Mataki 3 (Sarrafawa): Algorithm na DPLL akan na'urar sarrafa jirgin mara matuki yana kulle kan lokacin siginar, yana tace jitter daga mai watsa mai sauƙi kuma yana dawo da rafin bit duk da yuwuwar faɗuwar taron da motsin jirgin mara matuki ko canje-canjen hasken muhalli ya haifar.
  • Mataki 4 (Sakamako): Jirgin mara matuki yana karɓar umarni masu aminci a 30 kbps daga nisan mita 400, yana ba da damar aiki ba tare da tsangwama na RF ba.

Wannan lamari ya nuna ƙimar tsarin: ingantacciyar sadarwa mai nisa, wacce ba ta RF, ta amfani da ƙima mai arha, mai gani na asynchronous.

6. Bincike Mai Mahimmanci & Fassarar Kwararru

Babban Fahimta: Wannan takarda ba kawai game da haɓaka ƙari ba ce; juyawa ce mai dabara. Ta yi watsi da neman gudu mai ƙarfi ta hanyar hadaddun saitin tashoshi da yawa (wanda sau da yawa yana sadaukar da BER, kamar yadda aka lura tare da binciken da aka cire na 100+kbps) kuma a maimakon haka yana mai da hankali kan ƙirƙirar ƙaƙƙarfan ƙa'ida, mai aiki, da mai tsada mai tsada don OCC na waje na gaske. Zaɓin EVS akan mai karɓar CMOS mai rufewa (gama gari a cikin sauran ayyukan OCC) shine mai canza wasa, yana cinikin manyan bayanan firam marasa amfani don abubuwan da suka dace marasa yawa.

Kwararar Hankali: Marubutan sun gano daidai matsalolin OCC na tushen firam (ƙimar iyaka ta fps, babban nauyin bayanai). Maganin su yana da kyau: 1) Yi amfani da EVS don ingantaccen gano siginar. 2) Haɓaka sigogin EVS don zama mai tacewa da ya dace da bugun jini na OOK. 3) Amini gaskiyar kayan aiki marasa kyau, masu arha (jitter) kuma warware shi a cikin yankin lamba tare da DPLL. 4) Tabbatar da tsarin haɗin gwiwa tare da ma'auni masu ƙarfi na waje. Wannan shine ingantaccen injiniyan tsarin.

Ƙarfi & Kurakurai: Babban ƙarfi shine aikin aiki da aka nuna. Cimma BER < $10^{-3}$ a 400m waje wani mataki ne wanda ke motsa OCC daga sha'awar dakin gwaje-gwaje zuwa fasahar da za a iya turawa filin. Amfani da microcontrollers masu arha ya yi daidai da ka'idar IoT. Duk da haka, babban aibi shine rashin cikakken ƙirar tashar. Takardar za ta fi ƙarfi tare da nazarin ƙididdiga na tasirin tashar waje (misali, tashin hankali na yanayi, hasken rana SNR) kama da ƙirar da aka yi amfani da su a cikin adabin FSO (Free-Space Optics) na gargajiya. Bugu da ƙari, yayin da DPLL ke sarrafa jitter na lokaci, juriyar tsarin ga tsangwama mai tsanani ko rufewa na ɓangare—gama gari a cikin yanayin motsi na waje—har yanzu ba a tabbatar da shi ba.

Fahimta Mai Aiki: Ga masu bincike, umarnin bayyananne shine mayar da hankali kan ƙarfi fiye da ƙimar kololuwa. Haɗin EVS+DPLL samfuri ne. Mataki na gaba ya kamata ya zama haɗa gyaran kuskure na gaba (FEC) a saman wannan ƙa'idar don tura BER har ma ƙasa. Ga masana'antu, wannan aikin yana rage shingen shiga don takamaiman aikace-aikacen VLC. Kamfanoni yakamata su bincika matukin jirgi a cikin sassan masu kula da RF (tsire-tsire na makamashi, asibitoci) inda ƙimar 30-60 kbps ta isa don bayanan firikwensin ko siginar sarrafawa. Dogaro da sabon firikwensin (EVS) matsala ce ta wucin gadi; yayin da amfani da EVS ya karu a cikin mutum-mutumi da mota (misali, firikwensin Prophesee), farashin mai karɓa zai ragu sosai.

A ƙarshe, wannan binciken yana ba da allurar gaskiya da ake buƙata ga fagen OCC. Yana maimaita falsafar da aka gani a cikin nasarar ayyukan hangen nesa na kwamfuta, kamar takardar asali na CycleGAN (Zhu et al., 2017), wanda ya ba da fifiko ga tsari mai wayo, mai koyi don takamaiman matsala (fassarar hoto-zuwa-hoto) fiye da rikitarwa mai ƙarfi. Anan, tsarin mai wayo shine haɗin ginin gani na asynchronous da daidaitawar lamba don tashar maƙiya. Tsari ne mai ban sha'awa don tsara na gaba na haɗin gwiwar wayar mara waya ta gani.

7. Aikace-aikacen Gaba & Hanyoyin Bincike

Aikace-aikace Nan da Nan:

  • IoT na Masana'antu a Wuraren Hadari: Sadarwa a cikin matatar mai ko masana'antar sinadarai inda walƙiya na RF ke da haɗari.
  • Amintaccen Cibiyar Sadarwa ta Kewayawa: Hanyoyin haɗin bayanai waɗanda ke da wahalar kama su ba tare da hangen nesa ba.
  • Abu-zuwa-Kayan Aiki (V2I): Amfani da fitilun titi ko alamomin zirga-zirga don watsa bayanan zirga-zirga ko ajiye motoci zuwa motocin da aka sanye da kyamarori na taron.

Hanyoyin Bincike:

  • Haɓaka Modulation: Bincika tsare-tsare kamar Bambance-bambancen Matsayi-Matsayi Modulation (DPPM) akan dandalin EVS don ingantaccen amfani da wutar lantarki.
  • MIMO-OCC: Amfani da ƙudurin sararin samaniya na EVS tare da masu watsawa da yawa don haɗawa, ƙara yawan ƙimar bayanai.
  • Koyon Injini don Demodulation: Maye gurbin ko ƙara DPLL tare da hanyar sadarwar jijiya da aka horar don dawo da bayanai daga rafukan taron amo, mai yuwuwar ba da juriya mafi girma.
  • Haɗawa tare da LiDAR: Haɗa bayanan OCC tare da guguwar maɓalli na tushen taro na LiDAR don sadarwa lokaci guda da fahimtar 3D a cikin tsarin mai cin gashin kansa.

8. Nassoshi

  1. Z. Wang et al., "Event-based High-Speed Optical Camera Communication," a cikin IEEE Photonics Technology Letters, 2022.
  2. W.-H. Shen et al., "High-Speed Optical Camera Communication Using an Event-Based Sensor," a cikin Proc. OFC, 2018.
  3. J. G. Ko et al., "Visible Light Communication for IoT: Prospects and Challenges," IEEE Communications Magazine, 2021.
  4. G. Gallego et al., "Event-based Vision: A Survey," IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI), 2022. (Mai ba da izini akan fasahar EVS)
  5. Prophesee. "The Metavision® Sensor." [Online]. Available: https://www.prophesee.ai
  6. J.-Y. Zhu, T. Park, P. Isola, A. A. Efros. "Unpaired Image-to-Image Translation using Cycle-Consistent Adversarial Networks." IEEE International Conference on Computer Vision (ICCV), 2017. (An ambata a matsayin misali na bincike mai tasiri, mai mayar da hankali kan tsarin).
  7. IEEE Xplore Digital Library. Nema don "Free Space Optical Communication Channel Modeling."