Kuinka katseenseuranta voi parantaa ohjaamosimulaattoreita: nopeuttavat tuloksia kuljettajien ja lentojen koulutuksessa

Kuten uudet tutkimukset osoittavat, katseenseurantatekniikka voi parantaa harjoittelua simulaattoreissa kognitiivisen kuormituksen mittaaminen (saatamasi tiedon määrä). Sitä voidaan käyttää myös henkilökohtaisessa ja mukautuvassa oppimisessa, mikä johtaa nopeutettuun oppimisprosessiin ja varhaiset työntekijätulokset. 

Out of all industries where this technology takes training methods to a different level, aviation and automotive are positively impacted. Katse ja ihmisen havainnointi in these fields are crucial, and by monitoring them during flight or driving simulator programs, trainers can predict future behavior and assess employees’ take-in. Furthermore, they can understand how the learning and training process can be improved, thus vähentää koulutustuntien määrää ja kustannuksia.

It can also have a huge impact on providing a much safer environment by reducing human errors – you will be able to identify the mistakes that wouldn’t be so easily identifiable without a repetitive study of eye movements during training sessions.

Eye-Tracking-Training-Flight-Driving-Simulator

So how can 3D eye tracking technology influence and improve the learning process, and how can this apply to flight crews (pilots, especially) and driver training? This is precisely what our article aims to answer by initially explaining the benefits one generally gets when using 3D eye tracking in the learning process and then applying those general benefits to flying and driving training.

Mitä 3D-näönseuranta voi tehdä koulutuksen tukemiseksi ja oppilaiden tulosten parantamiseksi?

Before answering what and how 3D eye tracking can support training programs, we should know miten 3D-silmänseurantatekniikka toimii

As opposed to regular eye tracking, 3D eye tracking tracks visual attention remotely from as far as 1.3m (4.3 ft) away. This means that the classic gear used is not needed anymore, and the trainee is not burdened by any headgear during training or simulation.

  • Ei laseja 
  • Ei VR-kuulokkeita 
  • Ei kalibrointia 

Eye-Tracking-Cockpit-Simulator

Kuinka voit tehdä sen? Melko yksinkertaista - käyttämällä a 3D-syvyyttä mittaava kamera ohjaamosimulaattorissasi, through which you can track multiple subjects, label objects of interest (command/control area, specific gears, instrument panels, etc.) in the flying/driving decks, and track attention towards them in real-time. 

Tämä on mahdollista avulla GazeSense, 3D-näönseurantaohjelmisto created to map your point of analysis. This software can interpret precisely where or what the subject is looking at (just like the video below demonstrates).

3D-silmänseurantatekniikka koostuu a non-wearable, unintrusive device that can be integrated with real-world environments to gather new data, which can help improve training programs

It comes as a next-level technology, ready to challenge the “status-quo” of simulation programs and offer new perspectives. Now, the focus is not necessarily on the training info, but the subject/student, his swiftness, alertness, engagement, and performance.

Its purpose is higher than just making sure your future or present employees follow procedures by first gathering data about the trainee’s gazes and points of interest. Eye tracking helps you better understand learning habits, reduce the number of training hours and make the trainees improve their skills faster.

Real-Time Trainee Monitoring

The first thing you can do with 3D eye tracking is monitor gaze in real-time or post-session review. Real-time visual checks and attention span monitoring become efficiency tools. Furthermore, you can consider early habit-building by making on-the-spot improvements for emergency event prioritization. 

Yhdistä harjoittelijasi kanssa harjoittelujaksojen aikana 

Having access to the trainee’s eye attention is vital for the trainer. 

3D eye tracking makes it possible for the trainer to see every eye movement, even if he is positioned behind him. This allows the process to be better assisted and to better and faster detect what parts of the training should be repeated, what instant corrections should be made, and what can be improved in the control panel attention.

“No Strings Attached” during Training

One of the main benefits of 3D eye tracking is that it doesn’t require any glasses or any other type of headgear. This is especially important for flying and driving training, as extra headgear could affect the trainee’s experience and performance. Furthermore, there is no need for calibration, and it works in low-light environments using a discreet & inexpensive 3D camera.

Kognitiivinen kuormitus

Training programs have the primary responsibility to support the learning process. But the learning process is entirely dependent upon the human memory system. 

The responsibility lies within understanding how you can optimize and, when necessary, minimize the load of info and procedures you put on the trainees’ shoulders or, better said, brains.

Eye-Tracking-Flight-Driver-Training

Moreover, by tracking the eye attention during training hours, you have access to eye movement data that gives you essential trainee attention span and prioritization insight. For example, in pilot and driving training simulators, it is crucial to know how the pilot trainee reacts to cognitive overstimulation, such as activating 5 major alarms at once and prioritizing his attention.

Parempi ja turvallisempi työympäristö

Big data analysis, gathered with 3D eye tracking, also gives important insights about what rules and procedures should be improved/changed and what the best practices should be further promoted.  

For example, as an airline company, you can use eye-tracking to identify where most errors occur during extreme weather conditions. You can see if the subjects are looking at or doing something wrong that needs reviewing or if the cockpit instruments are not adequately monitored. 

Consequently, the flight instructor can further improve the training strategy to include data about how practitioners should behave in a context like this one.

Eye-Tracking-Flight-Simulator

3D-silmäseurannan käyttöönotto kuljettajien ja lentäjien koulutuksessa 

The above benefits of training conducted with 3D eye tracking are helpful to jobs where attention and safety are crucial. 

Thus, it can make a difference and change the game in pilot and drivers’ training – two jobs with a high level of risk and responsibility. Not only are you responsible for an impeccable performance at work, but you are also responsible for the lives of others. These are fields where no room for any error is permitted. 

Ja juuri tässä 3D-silmäseuranta parantaa ihmisen suorituskykyä.

Kuinka 3D-näönseuranta parantaa kuljettajan koulutusta

Major benefits apply when implementing 3D eye tracking for where the trainee is required to multitask while operating the vehicle: controlling the vehicle, assessment of a situation by analyzing essential visual elements, and navigation.

Eye-Tracking-Driver-License-Training

Eye-Tracking-Driver-TrainingNäin ollen katsemittausten analyysi – joka liittyy enimmäkseen häiriötekijöihin ja kuljettajien uneliaisuuteen – mahdollistaa:

  • tehdä eroa kehitettäessä parempia ajoturvallisuusmenetelmiä;
  • parantaa tulevia koulutuskeskusteluja harjoittelijoiden kanssa.

Miten 3D-näönseuranta vaikuttaa pilottikoulutukseen

By combining eye gaze tracking with a real-world situation, like the cockpit of a plane, you can assess in real-time how the trainee is taking in information about his surroundings, gather data about the human behavior in real situations and about alertness and performance indicators, data to which you do not have access to during a formal pilot training.

Eye-Tracking-Flight-Simulator

And by having real-time access to this data and further analyzing it, pilot instructors gain actionable insights, which helps them to:

  • paremmin understand contextual naturalistic pilot behavior and situational awareness (SA) – miten harjoittelija reagoi luonnollisesti teknisten ongelmien vianmääritykseen, lentämiseen huonoissa sääolosuhteissa tai hätätilanteiden käsittelyyn;
  • tarjous evidence-based personalized evaluation or correction of the pilot’s skills ja pätevyydet;
  • parantaa koulutusmenetelmiä ja -menetelmiä – you can better present information as an instructor – be more effective, and offer exactly the needed info.

Päätös: 3D-silmäseurannan käyttäminen harjoitusasetuksissa

3D eye tracking enables, in the end, better nonverbal communication between instructors and pilot crews/drivers/trainees. 

Without any words and only by gaze, students offer valuable feedback on how the training can be better conducted, according to their needs, what are the critical areas of interest (when talking about cockpit simulations), and how can the most relevant information be presented at the most appropriate time.

Jotta tämä voidaan määrittää jäsennellymmin 3D-silmäseurannan avulla, hyödyt ovat seuraavat:

    • improved instructional materials from the early stages of training. Having all the evidence from previous training sessions, you can improve the way you display information, and you know what areas should be highlighted or insisted upon;

    • yleisesti parantunut koulutusympäristö, based on prior experience with 3D eye tracking training;

    • varhainen inhimillisten virheiden ennakointi ja ehkäisy;

    • kaiken kaikkiaan paljon turvallisempi lentäminen tai ajokokemus/palvelu, jossa ei ole tilaa virheille ja onnettomuuksille

It is safe to say that 3D eye tracking is an upgrade for the training environment, reducing training hours costs and improving employees’ efficiency and transportation safety parameters.

👉 Get in touch, and we’ll help you use 3D eye tracking to improve your simulator training programs.