Capturing More Than Physiology: Multi-Camera and Multimodal Research

In the early 20th century, Cubist painters like Pablo Picasso and Georges Braque argued that traditional linear perspective on a subject was an illusion. Something was always hidden from the viewer, distorted, or lost altogether. Just as a Cubist painter might fracture their subject to reveal its true shape, a physiology lab uses multiple synchronized camera angles to bypass a single lens’ limitations.

The same principle applies to modern physiological and psychophysiological research. Physiological signals such as electrocardiogram (ECG), electroencephalogram (EEG), electrodermal activity (EDA), respiration, and blood flow provide valuable insight into how the body responds to stimuli, environments, and social interactions. Yet physiological data alone often leaves important questions unanswered. What was the participant doing? What was happening in the environment? Did social interaction, movement, or behavioral events coincide with a change in the recorded signal?

To answer these questions, many studies now combine physiological recordings with multiple video streams, eye tracking, audio, environmental monitoring, and other forms of media capture. This multimodal approach lets investigators examine physiological measurements alongside the events occurring around them, revealing a richer, more complete picture of human and animal behavior. As these data streams multiply, so does the need to capture, synchronize, and review them together.

Researchers at Macquarie University in Australia and collaborating institutions recently described a multimodal laboratory designed to study face-to-face communication and social interaction. The platform centered on a BIOPAC data acquisition system, amplifiers, and amplifier input module that acquired ECG, EDA, photoplethysmography (PPG), respiration, and skin temperature. The researchers combined physiological measurements with a Tobii eye tracker, wearable sensors, audio recording, motion analysis systems, and six video cameras positioned throughout the laboratory. The project showed that adding more recording sources often complicates data collection coordination, and that integrating multiple acquisition systems requires careful synchronization and workflow design. The camera system played a particularly important role. They used multiple viewing angles for behavioral coding, gesture analysis, participant observation, and synchronization verification. Rather than serving only as a record of the experiment, the video data became an important part of the analysis itself. For researchers studying communication, teamwork, education, or human-computer interaction, the work illustrates how behavioral observations can enhance interpretation of physiological measurements.

A team from the Swedish University of Agricultural Sciences (SLU) explored similar ideas outside the traditional laboratory by developing the SLU Multisensory Outdoor Laboratory (SENSOLA). The researchers used BIOPAC data acquisition and analysis systems with AcqKnowledge software and BioNomadix wireless devices to collect respiration and PPG measurements as participants moved through natural and built environments. Their platform combined those recordings with eye tracking, stimulation, video, audio, GPS data, participant feedback, and environmental measurements. One key observation was that physiological measurements become much more insightful when paired with information about a participant’s surroundings and experiences. Video proved especially valuable because it documented environmental conditions, participant behavior, and unexpected events that might otherwise be difficult to identify during later analysis. As physiological research moves beyond controlled laboratory settings, projects such as SENSOLA demonstrate the value of capturing physiological and observational data together.

ratPreclinical research is increasingly applying the same principles. In a recent toxicology study from Japan, investigators developed the ToxQb platform around a BIOPAC data acquisition system and AcqKnowledge software with NDT to collect EEG and ECG data from laboratory rats. The physiological measurements were integrated with overhead, front, and side-view cameras, along with thermal imaging systems. The goal was to monitor behavioral and physiological changes simultaneously over extended periods. By reviewing camera footage alongside EEG and ECG recordings, researchers could relate changes in movement, posture, and activity to physiological events. The authors concluded that combining these diverse data streams provided deeper insight than any single measurement could. The study demonstrates that multimodal acquisition extends beyond human research, across a wide range of life-science applications.

Although these studies span communication research, environmental psychology, and toxicology, they point to a common trend: researchers are capturing much more than physiology. Like the artists who challenged the limitations of a single viewpoint, today’s researchers increasingly rely on multiple synchronized perspectives to reveal a more complete picture of physiology, behavior, and environment. Multiple cameras, video recordings, eye tracking, environmental sensors, and behavioral observations can provide valuable context for interpreting physiological measurements. Learn how using BIOPAC’s MultiCapture feature in AcqKnowledge 6 to integrates multi-camera video and other media into research via our webinar on the topic.


Are you planning to integrate multiple camera perspectives in your next study? Our sales team can help find the right equipment and show you how to leverage AcqKnowledge‘s MultiCapture feature to achieve the best possible results.

Free Your EEG: Wireless and Wearable Systems for the Lab and Beyond

The evolution of wearable technology for recording physiological signals represents a transformative leap for research, particularly when it comes to electroencephalography (EEG). These advancements allow researchers to capture brain activity data in real-world settings, moving beyond the confines of laboratory-based experiments. Mobile and wearable EEG devices utilize wireless technology to transmit data, offering significant advantages over traditional methods.

Everyone aspires to more freedom—to speak, think, or move about as one pleases. Should researchers be any different? Why be shackled to the static wires and cables of the lab, when one can release study participants with the help of mobile and wearable technology?

The evolution of wearable technology for recording physiological signals represents a transformative leap for research, particularly when it comes to electroencephalography (EEG). These advancements allow researchers to capture brain activity data in real-world settings, moving beyond the confines of laboratory-based experiments. Mobile and wearable EEG devices utilize wireless technology to transmit data, offering significant advantages over traditional methods.

EEG is a cornerstone in the study of brain activity, providing insights into the electrical patterns generated by neuronal firing. EEG has traditionally been used in physiology and psychophysiology research to understand brain function, monitor cognitive states, and investigate neural responses to various stimuli. The conventional EEG setup typically involves a stationary system with numerous electrodes affixed to the scalp using a conductive gel, which can limit the subject’s movement and impact the naturalistic settings of studies.

One of the primary benefits of mobile and wearable EEG systems is their ability to record brain activity during dynamic, everyday activities. This capability provides a more comprehensive understanding of how the brain responds to real-world stimuli and stressors, as opposed to controlled, static environments. For instance, researchers can now study cognitive processes in natural settings like workplaces or homes, enhancing the ecological validity of their findings.

A study by the School of Architecture at the University of Liverpool provides an example in which researchers leveraged wearable EEG technology when comparing subjective and physiological responses to noise within wooden buildings. The research team conducted listening tests using EEG data recorded via the B-Alert X-24 wireless headset system, which allowed participants to “sit comfortably in a simulated living room” while listening to a variety of sounds that were both airborne and resonating through the floors. Participants rated their level of noise annoyance on an 11-point scale and results were compared to EEG data. In discussing the design of their study, the authors highlighted the importance of incorporating noninvasive, wearable technology, stating, “Among the several options available for measuring physiological reactions to auditory stimuli, contemporary technologies made possible the recording of EEG in a relatively easy way by means of portable devices. These offer the precious opportunity of acquiring data directly from the scalp, where brain activity is detectable almost instantaneously in synchrony with the stimulus presentation.”

Similarly, when studying occurrences of hyperventilation among a participant group with a range of anxiety-related disorders, researchers from Yale University turned to a BIOPAC BioNomadix wireless receiver to gather EEG signal data. By attaching individual electrodes to a third-party cap that connected wirelessly to a BIOPAC data acquisition and analysis system, they minimized the discomfort and restriction of movement that may have resulted from a wired solution, thereby influencing participants’ response to stimuli.

Researchers at the Transylvania University of Brașov in Romania faced similar demands that required a flexible noninvasive means to record surface EEG signals from participants as they responded to a variety of colors and patterns with the goal of better understanding the complexity of human color and texture perception. The research team compared participants’ subjective responses to EEG responses via Event-Related Potentials and computational measurements of color and texture.  EEG data was gathered with a cap-based BioNomadix wireless system and analyzed using AcqKnowledge software. The study’s authors explained their choice of wireless EEG recording devices as follows: “Since human users are the target, it is important to focus the technology development towards small-scale, wearable, wireless systems that provide flexibility, easy use and comfort to the user side, while at the same time maintaining high signal quality.”

APEX cycleAdditional wearable EEG options available through BIOPAC include the MedelOpt Mobility EEG system, combining wearable EEG and functional near-infrared spectroscopy (fNIRS) technology with advanced signal processing and robust data transmission capabilities. APEX wireless EEG systems further enhance the landscape with their ability to record high-quality EEG data with flexibility for a range of applications from cognitive neuroscience to mental workload studies. Learn more about recording EEG data by watching our webinar: A Beginner’s Guide to EEG.


Are you interested in unlocking the benefits of mobile and wireless EEG for your next research project? Let our staff of experts find the right tools for you.

Put a Ring on It: Wearables Offer New Research Options

Rings, watches, bracelets, and belts—we think of them as indispensable fashion accessories. A bit of bling can put the finishing touch on an outfit for a night on the town, but what about a day in the lab? Wearable technology is transforming the landscape of physiology research by enabling real-time, noninvasive data collection in a variety of settings.

For many, their first introduction to the potential of wearable physiology technology came through smartwatches and fitness bracelets. These consumer electronics offer a convenient and affordable way for anyone from professional athletes to fitness hobbyists to monitor their health data, which often includes pulse, blood oxygen levels, steps, and other basic physiological signals.

As the underlying technology has become more sophisticated, researchers have embraced the convenience offered by such devices. Portable, unobtrusive, and wireless wearables have entered the research device market and now allow a range of signals to be monitored under a variety of circumstances and environments.

smartphoneBIOPAC recently expanded its established line of wireless devices by introducing the Research Ring, a wearable device with a specific focus on physiological signals such as Photoplethysmography (PPG), Electrodermal Activity (EDA), Electrocardiography (ECG), and body temperature. Products like the Research Ring allow the capture of high-quality data via an unintrusive and accessible wearable device, making them ideal for a wide range of potential applications. These include psychophysiology research, sports and exercise studies, sleep and stress research, and aging and wellness studies, to name just a few.

BIOPAC is no newcomer to providing the research and education communities with wireless and portable solutions designed for gathering physiological data. The Bionomadix line of wearable remote monitoring devices set the standard for such products and have been used in thousands of cited studies. For example, researchers conducting a study of on-the-job stress among healthcare professionals collected EDA and PPG signals using a BIOPAC wireless PPG and EDA amplifier and a wireless respiration with ECG amplifier. Wireless technology proved to be a key component of the study’s success as it allowed the data to be gathered without interfering with the immersive quality of the simulated work environment.

A team of researchers from the University of Porto in Portugal utilized a BIOPAC wearable physiological signal logger to collect EDA and ECG data while studying the correlation between physiological signals and expressive writing. In the study, published in the journal Experimental Psychology, participants were able to engage in writing exercises without the distraction of more cumbersome and intrusive wired solutions.

BIOPAC’s latest entry into its line of wearable wireless data collection devices promises to add greater convenience and versatility to this burgeoning sector. For more information on the new Research Ring, check out the recent webinar BIOPAC hosted with ring developer and partner, Senstream.


If you are interested in adding wearable devices to your next physiology study, reach out to your regional sales representative today to learn which BIOPAC wireless solutions are right for you.

Eye-Catching: Mobile Tech Enhances Immersive Experiments

Freed from the limitations of stationary eye tracking technology, mobile eye tracking enables researchers to study their subjects while they perform a wide range of immersive tasks in natural settings.

Sixteenth-century pediatrician Thomas Phaer mused that “the eyes are the windows to the soul.” These sensory organs and their movements certainly provide a wealth of information to researchers studying the interaction of mind and body. Eye tracking has long been a key tool of physiological and psychophysiological research, and recent developments in mobile eye tracking take this valuable data resource out of the confines of the lab and into the real world.

Freed from the limitations of stationary eye tracking technology, mobile eye tracking enables researchers to study participants while they perform a wide range of immersive tasks in natural settings. These self-contained devices come in a variety of form factors including wearable glasses that provide untethered eye tracking data acquisition in real time that can be combined with other physiological data collected during live experiments.

Today’s lightweight mobile devices can record a broad spectrum of eye tracking data, including pupil size and position, gaze path, vergence angle, and areas of interest (AOI). The latter connects stimuli to eye-movement metrics, providing data on the participant’s psychophysiological response to stimuli within their field of vision. In previous blog posts and webinars, we have explored how mobile eye tracking technology gathers this data. Numerous studies have been published that demonstrate its potential in physiological and psychophysiological research. Settings and applications include user experience, sports and physical therapy, public safety and law enforcement, driving and equipment operation, and work environments from the office to the factory floor.

Mobile eye tracking technology allowed researchers at The University of Sheffield to take their experiments to the city streets for a 2020 study into how different lighting affects cyclists navigating urban environments at night. Mobile eye tracking provided data on the gaze behavior of nocturnal cyclists in parallel with skin conductance response (SCR) to better understand how obstacle detection is influenced by variations in type, location, and level of lighting. Bicycles and their riders were equipped with a BIOPAC data acquisition unit and audio stimulation units along with a BioNomadix EDA transmitter and electrodes to record the participants’ SCR. Eye tracking data, including AOI, were synchronized with SCR data and analyzed using AcqKnowledge software to determine how the riders reacted to a variety of lighting conditions. Researchers concluded that lighting plays a significant role in riders’ comfort levels at night and that improved lighting could increase urban bicycle use.

VGM playerLess intrusive by design, mobile eye tracking can provide indoor experiments with a heightened degree of immersion. A study at the University of British Columbia used mobile eye tracking glasses to create a more natural environment to investigate how the immersive effects of electronic gaming machines (EGM) impact gambling addiction. The study looked at how machine design triggered psychophysiological responses in participants by assigning various AOI to EGM screens. ECG data were recorded along with respiration effort via a BIOPAC respiration effort transducer and amplifier, which were fed to a data acquisition unit and synchronized with AOI data recorded via mobile eye tracking glasses. The study was able to successfully identify several key markers for game immersion using AOI that suggest behavioral links between immersion and gambling addiction.

Possible applications for mobile eye tracking in research continue to expand with the evolution of the technology. To learn more about recent developments in mobile eye tracking, check out our latest webinar on mobile eye tracking glasses with AcqKnowledge integration.


Learn more about how to integrate mobile eye tracking into your next research project by contacting your local BIOPAC sales representative.

Meet Them Where They Are—Portable Wireless Solutions

Once relegated to tightly controlled lab environments where electrode-laden participants were observed at close quarters, researchers are now able to extend the lab into the everyday environment over nearly limitless distances. Top quality physiological data can be acquired from untethered subjects performing tasks ranging from sleeping comfortably in their own beds to engaging in high-impact sports. How and when did this deep dive into unfettered physiology become possible? We offer a brief examination of the solutions currently offered as the 2020s emerge.

BioNomadix BioShirt

Lightweight, comfortable, and some might even say fashionable, the BioNomadix BioShirt uses a respiration sensor and fabric electrodes to wirelessly record respiration and ECG from ambulatory subjects performing unfettered tasks in short or long-term studies, in the lab, or in the real world. The shirt connects to a BioNomadix wireless Respiration & ECG Transmitter (BN-RSPEC) secured in a small pocket on the front of the BioShirt—no electrodes, gels, or wires need apply. Wireless data can be transmitted to a BioNomadix Smart Center, Logger or matched Receiver+MP160/MP150 System. BioShirts provide a high level of comfort and are ideal for long-term physiological monitoring. The ECG and respiratory signal are obtained by means of sensors made of yarns that are fully integrated into the shirt’s textile structure. Sensors are made of fibers directly woven during the production process, and connections between sensors are obtained using conductive fibers for a totally unobtrusive, highly comfortable sensorized garment. The base yarn is composed of anallergic and antibacterial materials to guarantee safe and prolonged use. Machine washable with mild detergent—do NOT use fabric softener.

Smart Center

The BioNomadix Smart Center is a small-form USB-powered data acquisition unit that can record data from up to three wireless BioNomadix transmitters at a time. The transmitters are automatically detected and paired using a guided setup wizard. Smart Center is compatible with 14 different BioNomadix Transmitter types encompassing all major body signals. AcqKnowledge data acquisition and data analysis software also supports monitoring transmitter battery levels, automatic configuration of derived signals and guided analysis based on the type of recorded signals. Adhesive Velcro disks are included for mounting on various surfaces. Smart Center offers a compact and sophisticated physiology platform that sets up in minutes. Simply plug the Smart Center into the computer, set up the transmitters and subject, then start recording high quality data with AcqKnowledge software.

BioNomadix Wireless Wearable Physiology Logger

Offering the industry’s only system that delivers a comprehensive, 24-hour data logging solution in an easy-to-use, easy-to-wear package, the BioNomadix Logger truly delivers “physiology anywhere.” The BioNomadix Logger is the perfect tool for applications that demand greater degrees of subject freedom and complex experimental design. BioNomadix Loggers wirelessly record physiological data as subjects freely and naturally live their lives.

BioHarness Telemetry and Logging Systems

BioHarness with AcqKnowledge software is a lightweight portable biological data logger and telemetry system that monitors, analyzes, and records a variety of physiological parameters including ECG, respiration, posture, and acceleration. BioHarness applications include physiology, psychology, psychophysiology, exercise physiology, ergonomics, human factors, and more. The BioHarness operates in Bluetooth transmitting mode for live viewing of data or data logging mode. In the data logging mode, BioHarness acquires and saves the data for later download to AcqKnowledge software using the included USB docking and charging cradle.

Eye Tracking Glasses ETV

The ETVision (ETV) wearable unit resembles a pair of eyeglasses that can be worn by itself or over the participant’s prescription eyeglasses. The glasses incorporate miniature “eye cameras” for viewing each eye and a “scene camera” that views what the participant is looking at. A built-in microphone is included, and an optional visor can be mounted to the front of the headgear. Recording video and audio data to an SD card for later data processing allows the participant to be completely untethered during data recording. This is useful while engaging in long term activities away from the lab such as walking, bicycling, or driving.

For more information about BIOPAC wireless solutions, we invite you to view the following resources:


BIOPAC offers a wide array of wired and wireless equipment that can be used in your research. To find more information on solutions for recording and analyzing signals such as ECG, heart rate, respiration and more using any platforms mentioned in this blog post, you can visit the individual application pages on the BIOPAC website.

Photo by Fabio Comparelli on Unsplash

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