Yintoni Inkqubo Yokuqaphela Iimoto?

Kwindawo eguquka ngokukhawuleza kwezothutho zanamhlanje, ukubaluleka kweenkqubo zokuchonga izithuthi (i-VIS) akunakugqithiswa. Ezi nkqubo zintsonkothileyo zakha isiseko seenkqubo zothutho ezikrelekrele kwaye ziphucula ukujonga izithuthi, ukhuseleko lwezithuthi, kwaneenkqubo zokujonga. Ngenxa yokuqhubela phambili kwetekhnoloji, i-VIS ibe yinxalenye ebalulekileyo yolawulo lokuhamba kwezithuthi, ukunciphisa ukuxinana, kunye nokuqinisekisa iindlela ezikhuselekileyo. Ngokubonelela ngedatha yexesha langempela kunye nohlalutyo, ezi nkqubo zivumela ulawulo olusebenzayo lwezithuthi kunye namanyathelo okhuseleko asebenzayo abalulekileyo kwiziseko zophuhliso eziqhagamshelweyo zanamhlanje.

Inkqubo yokubona izithuthi bubuchwepheshe obuphambili bokuchonga nokulandelela ngokuchanekileyo izithuthi. Ngokusebenzisa i-computer vision kunye ne-deep learning algorithms, ezi nkqubo zinokuhlalutya imifanekiso kunye neevidiyo ukuze zibone ubukho bezithuthi. Embindini wezi nkqubo kukho ubuchwepheshe obahlukeneyo be-sensor obubamba idatha yexesha langempela kwindalo esingqongileyo.

Iindlela zokucubungula imifanekiso ezintsonkothileyo zivumela inkqubo ukuba itolike ulwazi olubonakalayo kwaye ichonge iimpawu ezithile zesithuthi. Le nkqubo iphuculwa ngakumbi kukuqaphela izinto, okuvumela inkqubo ukuba yahlule iimoto kwezinye izinto ezikwindalo esingqongileyo.

Iinkqubo zokuqaphela izithuthi zidlala indima ebalulekileyo kwizisombululo zothutho ezikrelekrele. Ngokubona ngokuchanekileyo kunye nokubeka esweni izithuthi, ezi nkqubo zinegalelo kulawulo lwezithuthi, ukuqhuba ngokuzimela, kunye nezicelo ezahlukeneyo zokhuseleko.

Iinkqubo zokuchonga izithuthi zixhomekeke kwiiteknoloji ezahlukeneyo eziphambili ukuqinisekisa ukuchaneka nokusebenza kakuhle. Ezi ziquka, ngakumbi iinkqubo zeradar, iteknoloji ye-lidar, izinzwa ze-ultrasonic, iteknoloji ye-infrared, kunye nokufunda koomatshini. Itekhnoloji nganye inika amandla ahlukileyo kwaye igubungela iinkalo ezahlukeneyo zokuchonga kunye nokwahlulahlula izithuthi.

• Iinkqubo zeradar Zisetyenziswa rhoqo ekufumaneni izithuthi kuba zinokubona umgama kunye nesantya sezinto nokuba zinjani na nokuba zinjani na iimeko zokukhanya kunye nemozulu. Ezi nkqubo zikhupha amaza erediyo abonakaliswa zizinto, ngaloo ndlela zibonelela ngedatha echanekileyo malunga nokusingqongileyo.
• Itekhnoloji yeLidar , okanye iLight Detection and Ranging, isebenzisa ii-laser pulses ukwenza iimaphu ze-high-resolution zemvelo. Ilinganisa imigama kwaye ichonge izinto ngokuchanekileyo okugqwesileyo kwaye ke ngoko yinxalenye ebalulekileyo yeenkqubo zokuqhuba ezizimeleyo kunye noncedo lomqhubi oluphambili (ADAS).
• Izinzwa ze-ultrasonic zisetyenziswa kakhulu ekufumaneni indawo ekufutshane. Zikhupha amaza esandi kwaye zilinganisa ixesha elithathwayo ukuze i-echo ibuye emva kokubonakalisa izinto ezikufutshane. Ezi sensors zihlala zisetyenziswa kwiinkqubo zokunceda ukupaka.
• Itekhnoloji ye-infrared Iphucula umbono wasebusuku kunye nokubonwa kwiimeko zokukhanya okuphantsi. Ngokubona imitha ye-infrared (ubushushu) ekhutshwa zizinto, ezi nkqubo zinokubona izithuthi, abahambi ngeenyawo, kunye neminye imiqobo phantsi kweemeko zokukhanya ezahlukeneyo.
• Ngaphezu koko, ukuhlanganiswa kwe ukufunda koomatshini itshintshe kakhulu iteknoloji yokubhaqa izithuthi. Ngokuhlalutya idatha eninzi, ii-algorithms zokufunda koomatshini ziphucula ngokuqhubekayo ukuchaneka kunye nokukwazi ukuqikelela ezi teknoloji. Oku kukhokelela ekubhaqweni okungcono, ukwahlulahlula, kunye nokuphendula kwiimeko zokuqhuba eziguquguqukayo.

Ngamafutshane, indibaniselwano yeenkqubo zeradar, iteknoloji ye-lidar, izinzwa ze-ultrasonic, iteknoloji ye-infrared kunye nokufunda koomatshini zenza inkqubo eqinileyo yokubona izithuthi eqinisekisa ukhuseleko kunye nokusebenza kakuhle kwizithuthi zanamhlanje.

Iinkqubo zokuqaphela izithuthi zisebenza ngenethiwekhi yeenzwa kunye neekhamera, okuvumela ukubonwa ngexesha langempela ukuphucula ukhuseleko kunye nokusebenza kwezithuthi. Ezi nkqubo zisebenzisa ii-algorithms eziphambili ukucubungula idatha evela kwimithombo eyahlukeneyo kwaye zivumele iimpawu ezifana nolawulo lokuhamba ngenqanawa oluhambelanayo, isilumkiso sokuhamba kwendlela, kunye noncedo lokupaka.

Into ebalulekileyo kwiinkqubo zokuchonga izithuthi kukukwazi kwazo ukubona nokusabela kwizinto ezahlukeneyo kunye nemiqobo, kuquka ezinye izithuthi kunye nabahambi ngeenyawo. Oku kufezekiswa ngokusebenzisa izixhobo zokubona ezifakwe kwisithuthi ezihlala zijonga indawo engqongileyo. Umzekelo, ukuchonga abahambi ngeenyawo kusebenzisa indibaniselwano yeekhamera kunye neradar ukuchonga abantu endleleni kunye nokuqalisa ukuqhobosha ngokuzenzekelayo xa kukho ingozi.

Ukuhlanganiswa kwezi teknoloji kubalulekile ekuthinteleni ukungqubana. Ngokuhlala uhlalutya indawo ejikelezwe yimoto, inkqubo ingenza izigqibo ngamaqhezu ambalwa ukuthintela iingozi. Le theyibhile ilandelayo ibonisa izinto ezahlukeneyo kunye nemisebenzi yeenkqubo zokuchonga izithuthi:

Ezi nkqubo azikhulisi nje ukhuseleko kodwa zikwaphucula amava okuqhuba ngokunciphisa umthwalo wokuqonda womqhubi. Ukuqhubela phambili kwezobuchwepheshe kulindeleke ukuba kuphucule ukuchaneka nokuthembeka kweenkqubo zokuqaphela izithuthi, kwenze iindlela zethu zikhuseleke kwaye ukuqhuba kube mnandi ngakumbi.

Iinkqubo zokuqaphela izithuthi zinezicelo ezahlukeneyo kwaye zinegalelo elikhulu kulawulo lwezithuthi, uphuhliso lwezixeko ezikrelekrele, kunye nokuhlanganiswa kwezithuthi ezizimeleyo. Ezi nkqubo zivumela uhlalutyo olusebenzayo lokuhamba kwezithuthi kwaye zivumela abacwangcisi bezixeko ukuba bayile iziseko zophuhliso ezingcono kwaye bonyuse ukhuseleko ezindleleni.

Kwimithetho yomthetho, ukuqatshelwa kwepleyiti yelayisensi kudlala indima ebalulekileyo ekutshutshisweni nasekulawulweni kwezenzo zolwaphulo-mthetho ezinxulumene nezithuthi. Ukuchongwa ngokuzenzekelayo kwepleyiti yelayisensi yezithuthi kuvumela abasemagunyeni ukuba baqinisekise ngokufanelekileyo imithetho yendlela kwaye banciphise ukwaphulwa kwemithetho yendlela. Le teknoloji ikwabalulekile ekuqokelelweni kwerhafu kunye nokunyanzeliswa kokupaka kwiindawo zasezidolophini.

Ngaphezu koko, iinkqubo zokuqaphela izithuthi zibalulekile ekuqhubekeni nasekusebenzeni kwezithuthi ezizimeleyo. Ezi nkqubo zibonelela ngedatha yexesha langempela eyenza kube lula ukuhamba kwezithuthi ezizimeleyo kwiindawo ezintsonkothileyo zasezidolophini, ngaloo ndlela ziphucula ukhuseleko kunye nokusebenza kakuhle. Olu manyano lungenamthungo lwetekhnoloji yokuqaphela izithuthi kunye nezithuthi ezizimeleyo lusisiseko sophuhliso lwezixeko ezikrelekrele zexesha elizayo.

Ukuhlanganiswa kweenkqubo zokuchonga izithuthi kunika iingenelo ezininzi eziphucula kakhulu ukhuseleko ezindleleni kwaye ziphucule ulawulo lwezithuthi. Ezi nkqubo zibalulekile ekuthinteleni iingozi kwaye zazisa abaqhubi ngeengozi ezinokubakho ngexesha langempela. Ukulandelela izithuthi ngokuchanekileyo kuvumela abasemagunyeni ukuba bajonge ukuhamba kwezithuthi kwaye babone izinto ezingaqhelekanga, ukuqinisekisa iindlela ezibushelelezi nezikhuselekileyo.

Ngaphezu koko, ezi teknoloji zinegalelo ekubekweni esweni kokusingqongileyo ngokunciphisa ukuxinana, ukunciphisa ukukhutshwa komoya, nokukhuthaza imeko-bume eluhlaza. Ngokubona izinto ezingaqhelekanga ezindleleni, ezi nkqubo zinokulawula ngempumelelo kwaye zitshintshe indlela ezithutha ngayo iimoto, zinciphise imiqobo, kwaye ziphucule ukusebenza kakuhle kwendlela iyonke. Ukudibana kwetekhnoloji kunye nokhuseleko ngeenkqubo zokuchonga izithuthi kunceda kakhulu ekudalweni kothutho lwasezidolophini olukhuselekileyo nolunobuhlobo nokusingqongileyo.

Enye yezona ngxaki zinkulu kwiinkqubo zokuchonga izithuthi kukusebenza kwazo phantsi kweemeko zemozulu ezimbi. Imvula, ikhephu, kunye nenkungu zinokunciphisa kakhulu ukusebenza kakuhle kokuchonga okusekwe kwikhamera kwaye zikhokelele kwiingxaki ezingachanekanga ezibeka emngciphekweni ukhuseleko lwezithuthi. Ngaphezu koko, imida yetekhnoloji ekusebenzeni kwezixhobo zokubona izithuthi idla ngokwenza kube nzima ukuthembeka kwiimeko ezahlukeneyo zokusingqongileyo.

Omnye umceli mngeni omkhulu kukujongana nokuvaleka. Izithuthi kunye nemiqobo zihlala zifihlana, nto leyo ekhokelela ekufumaneni okungachanekanga okanye ii-alamu zobuxoki. Ukudibanisa idatha ngempumelelo evela kwiisensa ezininzi, ezifana neekhamera, i-radar, kunye ne-LiDAR, kubalulekile ekusombululeni ezi ngxaki. Nangona kunjalo, ukudibanisa kunye nokuvumelanisa le datha ngumsebenzi onzima.

Ukuthobela imithetho kuveza omnye umqobo. Ukunamathela kwimigangatho yesizwe neyehlabathi kufuna uvavanyo olunzulu kunye nokuqinisekiswa, nto leyo eyenza kube nzima ngakumbi ukusasazwa kweenkqubo zokuchonga izithuthi. Izikhokelo ezingqongqo kufuneka zilandelwe ukuqinisekisa ukuba ezi teknoloji ziyasebenza ngokusemthethweni, nto leyo eyandisa umzamo we-bureaucratic kunye nobuchwepheshe nangakumbi.

Le mingeni igxininisa indlela ebanzi nebanzi yophuhliso oluqhubekayo lweenkqubo zokuchonga izithuthi. Nangona kwenziwe inkqubela phambili, ukuqonda nokoyisa le mida kubalulekile ekuphuhliseni ubuchwepheshe bezithuthi obuqinileyo, obuthembekileyo, nobuhambelanayo.

Imeko yeenkqubo zokuchonga izithuthi itshintsha kakhulu, iqhutywa zizinto ezintsha kubukrelekrele bokwenziwa, iinethiwekhi zemithambo-luvo, kunye nekhompyutha esemaphethelweni. Olu phuculo luya kuchaza kwakhona amandla obuchwephesha bokuchonga izithuthi, nto leyo eya kukhokelela kwiinkqubo ezisebenzayo nezichanekileyo.

I-Edge computing idlala indima ebalulekileyo kolu phuhliso. Ukucutshungulwa kwedatha ngexesha langempela kumda wenethiwekhi kwenza iinkqubo zokufumanisa izithuthi zifikelele kumaxesha okuphendula ngokukhawuleza kwaye zinciphise ixesha eliqhele ukunxulunyaniswa nezisombululo ezisekelwe kwilifu. Oku kubaluleke kakhulu kwiindawo eziguquguqukayo apho izigqibo ezifike ngexesha zibalulekile.

Olunye uphuhliso oluphambili lunxibelelwano phakathi kwezithuthi, oluvumela izithuthi ukuba zitshintshiselane ngedatha malunga nendawo ezikuyo. Le teknoloji iphucula kakhulu ukusebenza kweenkqubo zokuchonga izithuthi ngokubonelela ngomxholo obanzi wokutolika idatha yeesensa, ngaloo ndlela ikhokelele kumava okuqhuba akhuselekileyo nalungelelanisiweyo.

Ngaphezu koko, ukugcinwa kwangaphambili kwezithuthi kutshintsha indlela esilawula ngayo iinkqubo zokuchonga izithuthi. Ngenxa yohlalutyo oluphambili nezixhobo zokuxilonga, ukugcinwa ngoku kunokwenziwa ngokukhawuleza, kwaye iingxaki ezinokubakho zinokuchongwa ngaphambi kokuba zikhule. Oku akupheleli nje ekuphuculeni ukhuseleko lwezithuthi kodwa kwandisa nobomi beenkqubo zokuchonga.

Njengoko ezi ndlela zexesha elizayo ziqhubeka zisanda, iinkqubo zokuqaphela izithuthi esixhomekeke kuzo namhlanje ziya kuphucuka ngakumbi, zivula indlela yothungelwano lwezithuthi olukhuselekileyo nolusebenzayo.

Ngamafutshane, iinkqubo zokuchonga izithuthi zidlala indima ephambili kucwangciso lwedolophu lwanamhlanje kunye nobunjineli bezithuthi. Ezi teknoloji ziphambili zinegalelo elikhulu ekugcineni nasekuphuculeni imigangatho yokhuseleko, ukuqinisekisa ukuhamba kakuhle kwezithuthi, kunye nokwandisa ukusebenza kakuhle kwenethiwekhi yezothutho. Ukubaluleka kwazo akunakugxininiswa kakhulu, ngakumbi njengoko iindawo zasezidolophini ziqhubeka nokukhula kwaye imfuno yezisombululo zolawulo lwezithuthi oluphambili iyanda.

Ukuhlanganiswa okungenamthungo kweenkqubo zokuchonga izithuthi kwiziseko zophuhliso zasezidolophini kubonisa inkqubela phambili ebalulekileyo kwezobuchwepheshe. Utshintsho kule ndawo luvula amathuba amatsha okuphucula ukuchaneka nokuthembeka kokufunyanwa kwezithuthi, nto leyo ekhokelela ekubekweni kweliso elingcono kwezithuthi kunye namaqhinga olawulo. Olu phuculo lubalulekile kuphuhliso lwezixeko ezikrelekrele kunye nokuphuculwa kweenkqubo zothutho, nto leyo enegalelo kwiindawo zasezidolophini ezikhuselekileyo nezisebenzayo.

Ngaphezu koko, uhlalutyo lwemarike lubonisa ukwanda okukhulu ekusetyenzisweni kwetekhnoloji yokuchonga izithuthi, okubangelwa yimfuno yokuphucula ulawulo lwezithuthi kunye nemigaqo yokhuseleko. Ukujonga phambili, ukuqhubela phambili kwetekhnoloji—njengoko I-AFE-R770 kwaye i I-J1900 Mini-PC yoShishino —ithembisa uphuculo olukhulu ngakumbi kweli candelo. Amandla okuvelisa izinto ezintsha enza ukuba iinkqubo zokuchonga izithuthi zibe yeyona nto iphambili kubenzi bomgaqo-nkqubo, iinjineli, kunye abavelisi beekhompyutha ezifakiweyoInjongo kukudala uthungelwano lwezothutho oluzinzileyo nolusebenzayo ngokusebenzisa imboni ikhompyutha efakiweyo izisombululo kunye namaqonga e-PC ebhokisi efakiweyo.