How DSP smarts continue to improve optical transport

- Kim Roberts explains the signal processing techniques Ciena is using for its WaveLogic 6 coherent DSP.
- Roberts explains how the techniques squeeze, on average, a 15 per cent improvement in spectral efficiency.
- The WaveLogic 6 Extreme chip can execute 1,600 trillion (1.6 x 1015) operations per second and uses the equivalent of 4km of on-chip copper interconnect.
Part 2: WaveLogic 6’s digital signal processing toolkit
Bumping into Kim Roberts on the way to the conference centre at OFC, held in San Diego in March, I told him how, on the Ciena briefing about its latest WaveLogic 6 coherent digital signal processor (DSP), there had been insufficient time to dive deeply into the signal processing techniques used.
“What are you doing now?” said Roberts.
“I’m off to the plenary session to catch the keynotes.”
Chatting some more, I realised I was turning down a golden opportunity to sit down with a leading DSP and coherent modem architect.
“Is that offer still open?” I asked.
He nodded.
We grabbed a table at a nearby cafe and started what would prove to be an hour-long conversation.
High-end coherent DSPs
Many leading coherent modem vendors unveiled their latest designs in the run-up to the OFC show. It is rare for so many announcements to be aligned, providing a valuable glimpse of the state of high-performance optical transport.
Nokia announced its PSE-6s, which has a symbol rate of up to 130 gigabaud (GBd) and supports 1.2 terabit wavelengths. Infinera announced its 1.2-terabit ICE-7, which has a baud rate of up to 148GBd, while Fujitsu detailed it is using its 135GBd 1.2-terabit wavelength coherent DSP for its 1FINITY Ultra optical platform.
Meanwhile, Acacia, a Cisco company, revealed its 140GBd Jannu 1.2-terabit DSP has been shipping since late 2022. Acacia announced the Jannu DSP in March 2022.
All these coherent DSPs are implemented using 5nm CMOS and are shipping or about to.
And Ciena became the first company to detail a coherent DSP fabricated using a 3nm CMOS process. The WaveLogic 6 Extreme supports 1.6-terabit wavelengths and has a symbol rate of up to 200GBd.
Ciena’s WaveLogic 6 Extreme improves spectral efficiency by, on average, 15 per cent. WaveLogic 6 Extreme-based coherent modems will be available from the first half of 2024.
Customer considerations
Kim Roberts begins by discussing what customers want.
“With terrestrial systems, it is cost-per-bit [that matters], and if you’re not going very far, it is cost-per-modem,” says Roberts.
For the shortest reaches (tens of km), 100 gigabit may be enough while 200 gigabit or more is overkill. Here, a coherent pluggable module does the job.
“What matters is the cost per modem to get the flexibility of coherent connectivity so that you can plug it in and it works,” says Roberts.
With medium and long-haul terrestrial routes, cost-per-bit and heat-per-bit are the vital issues. With heat, area and volume of the coherent design are important. “I need volume to get the heat out of the chip on the card and into the air,” says Roberts.
Another use case is where spectral efficiency is key, for networks where fibre is scarce. An operator could be leasing dark fibre, or it could be a submarine network.
Ciena’s WaveLogic 6 Extreme’s 15 per cent improvement in spectral efficiency improves capacity over the same link. “Equivalently, you can go a dB (decibel) further or have a dB more signal margin,” says Roberts.
A common refrain heard is that spectral efficiency is no longer improving due to the Shannon limit being approached. Shannon’s limit is being approached because of the considerable progress already made by the industry in coherent optics.
“There is no 6dB to be had like in the old days,” says Roberts. “WaveLogic 3 was 2.5dB better than WaveLogic 2, but those multiple dBs are no longer there.”
The returns are diminishing, but striving for improvements remains worthwhile. “If you’re an operator that cares about spectral efficiency, that’s important,” he says.
Nonlinearity mitigation
Roberts returns to the issue of Shannon’s limit, based on the work of famed mathematician and information theorist, Claude Shannon.
“Shannon defines a theoretical limit for the capacity of a channel having linear propagation with additive Gaussian noise,” says Roberts.
This defines a strict mathematical limit, and it is pointless to go beyond that; he says: “In terms of linear performance, modems are getting close to the limit, within a couple of dB.”
Shannon’s limit doesn’t wholly define fibre since the channel is nonlinear.
Roberts says there is a whole research area addressing the bounds given such nonlinearities.
“We’re a long way from those theoretical nonlinear limits, but what matters is what’s the practical limit, and it’s getting hard,” he says
Increasing transmit power improves the optical signal-to-noise ratio (OSNR) and strengthens nonlinearities. Indeed, the nonlinearities grow faster with increased transmit power until, eventually, they dominate.
Because tackling nonlinearities is so complicated, Ciena’s approach is to approximate the problem as a linear Gaussian noise channel and do everything possible to mitigate the effects of nonlinearity rather than embrace it.
This is done by compensating at the transmitter the nonlinearities expected to happen along the fibre. The receiver performs measurements on a second-by-second basis and sends the results back. These are used as estimates of the anticipated nonlinearity about to be encountered and subtracted from the symbols to be sent.

Even though the exact nonlinearity is unknown, this is still a valid approximation. “It gives a quarter to one dB of performance improvement,” says Roberts
Edgeless clock recovery
Robert explains other clever signal processing techniques that buy a 6 per cent spectral efficiency improvement.
With wavelength division multiplexing (WDM), the laser-generated signals are placed next to each other across the fibre’s spectrum.
For WaveLogic 6, when running at its maximum symbol rate of 200 gigabaud, the spectrum occupies a 200GHz-wide channel.
Usually, the signal in the frequency domain is not perfectly square-shaped; the signal rolls off in the frequency domain so that in the time domain there is no inter-symbol interference. “But [as a result] you’re wasting spectrum; you are not fully using that spectrum,” says Roberts.

With WaveLogic 6, Ciena has created an idealised flat-topped, vertically edged signal spectra allowing the signals to be crammed side by side thereby making best use of the fibre’s spectrum (see diagram).
The challenge is that the clocking information used for data recovery at the receiver resided in this roll-off region. Now, that is no longer there so Cienahas developed another method to recover clock information.
A second challenge with signal recovery is that the transmit laser and the receive laser are not rigidly fixed in frequency. Being so close together, care is needed to recover only the wavelength – signal – of interest.
Yet another complication is how a rectangle in the frequency domain causes the signal in the time domain to ‘ring’ and go on forever.
“There are several signal processing methods that we had to develop to make this possible,” says Roberts.
Frequency-division multiplexing
Ciena also uses frequency division multiplexing (FDM), a technique it first introduced with the WaveLogic 5 Extreme.
The difference between WDM and FDM, explains Roberts, is that WDM uses different lasers to generate the wavelengths while FDM is generated by applying digital techniques to the same laser. “You are digitally combining different streams,” he says.
This is useful because it turns out that each fibre route has an optimum baud rate because of nonlinearities.
“If I’m using the full symbol rate of 200GBd, I can divide that into parallel streams, which behave as if they were independent circuits as far as nonlinearity is concerned,” says Roberts. “The optimum number of FDM in your spectrum is proportional to the square root of the total amount of dispersion, so high dispersion, more FDMs, low dispersion, just one.”
Ciena first added the option of four FDM with the WaveLogic 5. Now, WaveLogic 6 implements 1,2,4, and 8 FDM channels.

“For short distances, you want to go one signal at 200 gigabaud, or smaller if you’re reducing baud rate, but if you’re going very long distances, lots of dispersion, you go at eight parallel streams being sent at 25 gigabaud each,” he says.
But introducing FDM causes notches in the near-idealised rectangular spectrum mentioned earlier. Ciena has had to tackle that too.
“If you measure the spectrum, it’s completely flat, there are no notches between the FDMs, there is no wasted spectrum,” says Roberts.
Multi-dimensional coding
Multi-dimensional coding is a further technique used by Ciena to improve optical transmission, especially in troublesome cables where there are much nonlinearity and noise. It is challenging to get information through.
To understand multi-dimensional constellations, Roberts uses the example of a 16-QAM constellation, which he describes as a two-dimensional (2D) representation in one polarisation.
But if both polarisations of light are considered one signal, it becomes a 4D, 256-point (16×16) symbol. This can be further extended by including the symbols in adjacent time slots to form an 8D representation.
Ciena introduced this technique with its WaveLogic 3 Extreme coherent DSP, which supported the multi-dimension coding scheme 8D-2QAM to improve the reach or capacity of long-reach spans.
Now Ciena has introduced a family of such multi-dimensional schemes with WaveLogic 6 Extreme, executing in regions of very high nonlinearity and noise. These include 4, 8, and 16-dimensional constellations.

An example where the technique is used includes cases where there is twice as much noise as there is signal. “So the signal-to-noise ratio is -3dB,” says Roberts. Yet even here, 100 gigabits can still get through.
WaveLogic 6 Nano
Ciena also announced its 3nm CMOS WaveLogic 6 Nano DSP aimed at pluggable coherent modules. Is the Nano’s role to implement a subset of the signal processing capabilities of the Extreme?
Here, the customer’s requirements are different: heat, space and footprint are the dominant concerns. The Nano has to fit the heat envelope of the different sizes of pluggables, says Roberts. The optical performance is chosen based on fitting that heat requirement.
One of the merits of 3nm FinFET transistor technology is that if you don’t clock a circuit, only 1 per cent of the heat is generated compared to when it’s clocked, notes Roberts: “So, for different features, I can turn off the clock.”
A suitcase still full of tools?
At the time of the WaveLogic 5 launch, Roberts mentioned that there were still many tools left in the suitcase of ideas. Is this still true with the WaveLogic 6?
For Roberts, the question is: will it be economically viable to put in new capabilities based on the heat and performance and in terms of the size, schedule, and the amount of work involved?
Then, with a broad smile, he says: “There is room to occupy us as to how to get the next 10 to 20 per cent of spectral efficiency.”
And with that, we each set off for a day of meetings.
Roberts headed off to his hotel before his 10am meeting. I set off for the OFC exhibition hall and a meeting with the OIF.
As I walked to the convention centre, I kept thinking about the impromptu briefing and how I so nearly passed up on Roberts’ expertise and generosity.
Ciena advances coherent technology on multiple fronts

- Ciena has unveiled the industry’s first coherent digital signal processor (DSP) to support 1.6-terabit wavelengths
- Ciena announced two WaveLogic 6 coherent DSPs: Extreme and Nano
- WaveLogic 6 Extreme operates at a symbol rate of up to 200 gigabaud (GBd) while the Nano, aimed at coherent pluggables, has a baud rate from 118-140GBd
Part 1: WaveLogic 6 coherent DSPs
Ciena has leapfrogged the competition by announcing the industry’s first coherent DSP operating at up to 200GBd.
The WaveLogic 6 chips are the first announced coherent DSPs implemented using a 3nm CMOS process.
Ciena’s competitors are – or will soon be – shipping 5nm CMOS coherent DSPs. In contrast, Ciena has chosen to skip 5nm and will ship WaveLogic 6 Extreme coherent modems in the first half of 2024.
Using a leading CMOS process enables the cramming of more digital logic and features in silicon. The DSP also operates a faster analogue front-end, i.e. analogue-to-digital converters (ADC) and digital-to-analogue (DAC) converters.
The WaveLogic 6 matches Ciena’s existing WaveLogic 5 family in having two DSPs: Extreme, for the most demanding optical transmission applications, and Nano for pluggable modules.
WaveLogic 6 Extreme is the first announced DSP that supports a 1.6-terabit wavelength; Acacia’s (Cisco) coherent DSP supports 1.2-terabit wavelengths and other 1.2-terabit wavelength DSPs are emerging.
WaveLogic 6 Nano addresses metro-regional networks and data centre interconnect (up to 120km). Here, cost, size, and power consumption are critical. Ciena will offer the WaveLogic 6 in QSFP-DD and OSFP pluggable form factors.
Class 3.5
Network traffic continues to grow exponentially. Ciena notes that the total capacity of its systems shipped between 2010 and 2021 has grown 150x, measured in petabits per second.
Increasing the symbol rate is the coherent engineers’ preferred approach to reduce the cost per bit of optical transport.
Doubling the baud rate doubles the data sent using the same modulation scheme. Alternatively, the data payload can be sent over longer spans.
However, upping the symbol rates increases the optical wavelength’s channel width. Advanced signal processing is needed to achieve further spectral efficiency gains.
One classification scheme of coherent modem symbol rate defines first-generation coherent systems operating at 30-34GBd as Class 1. Class 2 modems double the rate to 60-68GBd. The OIF’s 400ZR standard operating at 64GBd is a Class 2 coherent modem.
Currently-deployed optical transport systems operating at 90-107GBd reside between Class 2 and Class 3 (120-136GBd). Ciena’s WaveLogic 5 Extreme is one example, with its symbol rate ranging from 95-107GBd. Ciena has shipped over 60,000 WaveLogic 5 Extreme DSPs to over 200 customers.
Acacia’s latest CIM-8 coherent modem, now shipping, operates at 140GBd, making it a Class 3 design. Infinera, NEL, and Nokia announced their Class 3 devices before the OFC 2023 conference and exhibition.
Now Ciena, with its 200GBd WaveLogic 6 Extreme, sits alone between Class 3 and Class 4 (240-272GBd).
WaveLogic 6 Extreme
Ciena has extended the performance of all the components of the Extreme-based coherent modem to work at 200GBd.
These components include the DSP’s analogue front-end: the ADCs and DACs, the coherent optics and the modulator drivers and TIAs. All must operate with a 100GHz bandwidth.
To operate at 200GBd, the ADCs and DACs must sample over 200 giga-samples a second. This is pushing ADC and DAC design to the limit.
The coherent modem’s optics and associated electronics must also have a 100GHz operating bandwidth. Ciena developed the optics in-house and is also working with partners to bring the coherent optics to market with a 100GHz bandwidth.
Ciena uses silicon photonics for the Extreme’s integrated coherent receiver (ICR) optics. For the coherent driver modulator (CDM) transmitter, Ciena is using indium phosphide and is also evaluating other technology such as thin-film lithium niobate.

“There are multiple options that are available and being looked at,” says Helen Xenos, senior director of portfolio marketing at Ciena.
Much innovation has been required to achieve the fidelity with 100GHz electro-optics and get the signalling right between the transmitter-receiver and the ASIC, says Xenos.

Ciena introduced frequency division multiplexing (FDM) sub-carriers with the WaveLogic 5 Extreme, a technique to help tackle dispersion. With the introduction of edgeless clock recovery, Ciena has created a near-ideal rectangular spectrum with sharp edges.
“First, inside this signal, there are FDM sub-carriers, but you don’t see them because they are right next to each other,” says Xenos. “Getting rid of this dead space between carriers enables more throughput.”
Making the signal’s edges sharper means that wavelengths are packed more tightly, better using precious fibre spectrum. Edgeless clock recovery alone improves spectral efficiency by between 10-13 per cent, says Xenos.
Moving to 3nm allows additional signal processing. As an example, Ciena’s WaveLogic 6 Extreme DSP can select between 1, 2, 4 and 8 sub-carriers based on the dispersion on the link. WaveLogic 5 Extreme supports 4 sub-carrier FDM only.
The baud rate is also adjustable from 67-200GBd, while for the line rate, the WaveLogic 6 supports 200-gigabit to 1.6-terabit wavelengths using probabilistic constellation shaping (PCS).
Another signal processing technique used is multi-dimensional constellation shaping. These are specific modulations that are added to support legacy submarine links.
“For compensated submarine cables that have specific characteristics, they need a specialised type of design also in the DSP,” says Xenos.
Ciena also uses nonlinear compensation techniques to squeeze further performance and allow higher power signals, improving overall link performance.
Ciena can address terrestrial and new and legacy submarine links with the WaveLogic 6 Extreme running these techniques.
Xenos cites performance examples using the enhanced DSP performance of the WaveLogic 6 Extreme.
Using WaveLogic 5, an 800-gigabit wavelength can be sent at 95GBd using a 112.5GHz-wide channel. The 800-gigabit signal can cross several reconfigurable optical add-drop multiplexer (ROADM) hops.
Sending a 1.6-terabit wavelength at 185GBd over a similar link, the signal occupies a 200GHz channel. “And you get better performance because of the extra DSP enhancements,” says Xenos.
The operator Southern Cross has simulated using the WaveLogic 6 Extreme on its network and says the DSP will be able to send one terabit of data over 12,000km.
Optical transport systems benefits
Systems benefits of the Extreme DSP include doubling capacity, transmitting a 1.6-gigabit wavelength, and halving the power consumed per bit.
The WaveLogic 6 Extreme will fit within existing Ciena optical transport kit.
Xenos said the design goal is to get to the next level of cost and power reduction and maximise the network coverage for 800-gigabit wavelengths. This is why Ciena chose to jump to 3nm CMOS for the WaveLogic 6 Extreme, skipping 5nm CMOS.
WaveLogic 6 Nano
The 3nm CMOS WaveLogic 6 Nano addresses pluggable applications for metro and data centre interconnect.
“The opportunity is still largely in front of us [for coherent pluggables],” says Xenos.
The current WaveLogic 5 Nano operating between 31.5-70GBd addresses 100-gigabit to 400-gigabit coherent pluggable applications. These include fixed grid networks using 50GHz channels and interoperable modes such as OpenROADM, 400ZR and 400ZR+. Also supported is the 200-gigabit CableLabs specification.
The WaveLogic 5 Nano is also used in the QSFP-DD module with embedded amplification for high-performance applications.
There is also a new generation of specifications being worked on by standards bodies on client side and line side 800-gigabit and 1.6-terabit interfaces.
Developments mentioned by Xenos include an interoperable probabilistic constellation shaping proposal to be implemented using coherent pluggables.
The advent of 12.8-terabit and 25.6-terabit Ethernet switches gave rise to 400ZR. Now with the start of 51.2-terabit and soon 102.4-terabit switches, the OIF’s 800ZR standard will be needed.

There is also a ‘Beyond 400 Gig’ ITU-T and OpenROADM initiative to combine the interoperable OpenZR+ and the 400-gigabit coherent work of the OpenROADM MSA for a packet-optimised 800-gigabit specification for metro applications.
Another mode is designed to support not just Ethernet but OTN clients.
Lastly, there will also be long-distance modes needed at 400, 600, and 800-gigabit rates.
“With WaveLogic 6 Nano, the intent is to double the capacity within the same footprint,” says Xenos.
In addition to these initiatives, the WaveLogic 6 Nano will address a new application class for much shorter spans – 10km and 20km – at the network edge. The aim is to connect equipment across buildings in a data centre campus, for example.
Some customers want a single channel design and straightforward forward-error correction. Other customers with access to limited capacity will want a wavelength division multiplexed (WDM) solution.
The Nano’s processing and associated optics will be tuned to each application class. “The engineering is done so that we only use the performance and power required for a specific application,” says Xenos.
A Nano-based coherent pluggable connecting campus buildings will differ significantly from a pluggable sending 800 gigabits over 1,000km or across a metro network with multiple ROADM stages, she says.
The WaveLogic 6 Nano will be used with silicon photonics-based coherent optics, but other materials for the coherent driver modulator transmitter may be used.
Availability
Ciena taped out the first 3nm CMOS Extreme and Nano ICs last year.
The WaveLogic 6 Extreme-based coherent modem will be available for trials later this year. Product shipments and network deployments will begin in the first half of 2024.
Meanwhile, shipments of WaveLogic 6 Nano will follow in the second half of 2024.